{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tutorial 4b - PSF and MTF Calculation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": [
     "nbsphinx-toctree"
    ]
   },
   "source": [
    "### June 2024"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This tutorial shows how to calculate the point spread function (PSF) and modulation transfer function (MTF) of a lens."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from optiland import mtf, psf\n",
    "from optiland.samples.objectives import CookeTriplet"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens = CookeTriplet()\n",
    "lens.draw()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We first compute the PSF using the FFT-based approach. We demonstrate various ways to generate and plot the PSF."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x550 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens_psf = psf.FFTPSF(lens, field=(0, 0), wavelength=0.55)\n",
    "lens_psf.view(projection=\"3d\", num_points=256)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Strehl Ratio: 0.308\n"
     ]
    }
   ],
   "source": [
    "print(f\"Strehl Ratio: {lens_psf.strehl_ratio():.3f}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x550 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens_psf = psf.FFTPSF(lens, field=(0, 0.7), wavelength=0.55)\n",
    "lens_psf.view(num_points=512)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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ozx5rMBgMzTDFymCYd3T1lzJSNQHYaR3Wq/brsHDKnmGRYT5Wk8GIlcEwj1hP53MkDxuEQHSchme2+Zlju2ExMNvI6323KDBiZTBsKsyiw99opGGjlddgMGxmGLEyGDaLUrXWKspq5te1HdZLObKwDIYFwKjq4TKrtBYFRqwMBsP8kYNxymO+ZQaDYY5gxMpgmAcsUkDPWaNa74mize/KsDkB0dJn5Rs1Mh8rg8Gw6UjVZu742+q2Fm1sowYNmwyjqo/LrNJaFCxOTQ0Gg2G1YcqjwbDwMMXKYNhMnbApJuO3y6yvgylXhk2CoevhMqu0FgVGrAyGjQzrwGffhrMgWiHoqMFgWDQYsTIY1hqzGsU2z6SqjZzMc9mhbFOTK47oPsf1NBhaYD5Wk8GIlcGwlpi2w17vjrrz9Dq92ZnL1qPOMk/zmzIsKIYzNOEN3eLAiJXBYJgBxMO3N06Az+IXkZ75LBkMho0DI1YGw7xiHqKK1/b1G6bs600RvRyqW6pvtb5tlMtjHOXOSKFhg8JMgZPBiJXBsFbo0hnPUydcK28v3ZR+UatNdQUWVUs6TQ73+4MqmAqjN2ftNI6p0MiVwbBQMGJlMKwF5tVPp7FccV8PjutlZar8aU3p4pxhOaJRY1a0tfLkSh+qncznmbwYuTJsQAyrPi6zSmtRYMTKYFgvzJOpT27r9UCbonX6k5zC3+lTpddKIencmntVTQVC+6AvDytYdEjnllsPU+G8kmiDYUxUrudGM3JeryyOlcFgWBigGqXUKbkvZ+ajT39oRs3qkq36Uo26TgBYuV7V88JXbZepQgaDYX1hxMpgWAusd4evVRRJmHoNZEopUvG4nnN9fc60RazS9iK1CpsO9rGvFW4nzUu1a3wrjufPhbO7wbABYabAyWDEymDY7JBkqJdzRCcipdSo+rHK9FcjYxMQrLapZqqKrIKQN/haZaKa8zqTrZzZwciOwWBYIxixMhg2I7J+VOFPPTwCO6fX1Cn6XlKnmsyIHVDlHLxzShORqV50Z48JCJEqCG21gYf0zZzIDYbOGFU9XGaV1qLAiJXBsNmQU5I0UUpG+RE5Aifx2rYGZQr/K6VqnGcn8idFdCgdH9OKzH9+Q72KsGlApkIyD0o2lY4xBDNEhlAZyTIYihi6Pi6zSmtRYMTKYNi0KPtKJbGm2BKYO0YpUmUnd5HeOMULyJEeJn/akV34WwUxS5CwkLZKk/eznxbXx8iVwWCYIYxYGQwbHcXwCco5vc0pPUeiWkcMZvKbRZXEeqVlKhg9WFOnyLtKmgXhDZmUr16ihKkJkjdKLCyDYY1hpsDJYMTKYNgsqMWiktszSpT2t8oSq3hOzewXd+RJVW57dnoYcVyIuB7JD5Km4DQlRwaS2kTnS66UKF3Kud1nwemETA0Gg2EmWByjp8GwGZGZdsaTDEmUtFpFx0glq6RWBXfxjDN5/ku6nZOQS+64ZGRi/dgkf13WsM3XJxZd+IiJdaG/1cuTS9tgWFCMXH+myzgYDofu1a9+tTviiCPcjh073C1veUv3x3/8xw1zis4PTLEyGDYisiY54VAeNtVNgDXfqCKp0kpVwexYAo7wc9MBRiOSc3pizmOixEFF5UhCUqHg+JC9MvtlTY36uA3wADcYVhPDqofLrNIaB294wxvcO97xDvfXf/3X7g53uIP7yle+4p7xjGe4/fbbz73whS908wwjVgbDpgCTKskalE9VspKfjiY9NoNsQPQ2AtLrfnwuPlVTuon9T/pYkZ0vDB8Uzut4nNiWmASV85bBYFgXfOELX3CPfexj3aMe9Sj8fvOb39z97d/+rfvyl7/s5h1mCjQYNgpqJjtY7wtfKak01U18bCbjU8cP5plToSjuVHHRabQcH0iQ3t6xbdS6r6ZqN63IBV+yhuMMhgV2Xp/VAti1a1ey7N692+Vw9NFHuwsvvND913/9F37/xje+4T73uc+5Rz7ykW7eYYqVwbARkPMpCuvaB0r6Volt8eDuI/iQG6kYUkl6XRIIkT3HFoN8GIXcDkHAxkEQpFKlyptPKbK7NgWaiGUwzAyHHnpo8v20005zr3nNa2rHvfzlL0fi9Vu/9VtuMBigz9XrXvc695SnPMXNO4xYGQzzjqJqIhzLe82kKh3IN50KA2RHTuvX8aRJM2vYp+NU6QMUmwuEUo4wpHXeF+bMkYlmTI4GwwKgqvpuNKM5/ipK57LLLnM7d+4M27dt25Y9/h/+4R/c+9//fnfeeeehj9Ull1ziTjrpJHfTm97UHX/88W6eYcTKYNiQSlXBUX1SSOfvEaw3+UGJKWVWHYV8ciZGCTZ1kjmyNY6VcHhH6lgjW+bQblg8DF0Pl1mlBQBSJYlVCX/4h3+IqtWTnvQk/H6nO93J/fjHP3ZnnHGGESuDwbAKSlXWUT3ZUE4mNxef3t7IHzr6PU2NTDiEcVAqI5v28DOjatGEz8EB3myBBsOa49prr3X9fqqWgUlwNOKhwPMLI1YGw0aJT9UYAT0fEqE+KbLwWSqRqzZ0dSifGr108udJHO0bkg5tlhBK7w/mI7mnU+fUjjMYNjlAvJ5d5HU3Fh796EejT9Vhhx2GpsCvf/3r7k1vepN75jOf6eYdRqwMho3uqJ6s9jqJU40Rx1tIg989gxhVTWCe2PY0numovXEc2s0saNj8GM3Qx2o0ZjpvfetbMUDo85//fPeLX/wCfaue+9znulNPPdXNO4xYGQwb3lFdftfnATFQzuu0vcyrOpKmajUlefaJajlq5gFjlEN7Yg5kGLkyGFYb++67rzvrrLNw2WgwYmUwzCtm5qguVJfGwwpxpwosazWnlqibMJXJk8swpFAO0yhXHES0S3XMod2wQBi5Hi6zSmtRYMTKYJhLZJzRa8+lCR5UWQ7AMaH0Oq2I9ez0L63pF9BQfBn1IMbNyoz8q+WZI2QdypAN1SDib4VjzJHdYDA0w4iVwTAPSPyjVjnid40QZZzRcVOH41rTbjq2SWmKhK5ScwAC/CZxrgyjIDFOMNSSrxWFYyiGmDCHdsMmxXrOFbiRYcTKYFhvtHT+KYloipzewZyVHS0HpsIqE9U8l/6MycOE6eXOqgt6MT7VRAnWklMjBXXaZhY0bDKsp/P6RoYRK4Nh3dHwJsckKrEMFo4v9ukZ5UlvzhGreYGcEids0ya5nqt6IiJ8xte8vmMM1EyGwsk9Oc7IlcGw6DBiZTCsF4oO2nJ1yiCZgJxqU0mH9gYlal5IgixHztk8Y67LhEodry21o7prieCelGVO2s1gmNZ5fVZxrJyZAg0Gw7o7rGsiMN5IwKZNcbUtnkEHM9ks/cEmJiSaOKowCfgh5wXs6tneWvm8WdBgMCwsjFgZDHMTBLSlkx+HwGQIivcPaj+unm/bITP0nUDzWjUDRUsEMk3if7VEnp8IBbOgwbDBAWFyZ6U0VaZYGQyG9SNZOrr6OMiRpxypaiACbSbKpiClk4zCS4gUESswVYpNdUUqs02mp8oBqaH/lSyrjEU1jiKVTHlTOs3MgYaNDzADzm5Km55bFBixMhjWGjpa+rixl1ptfOn3MgEosoJaGbxvEW8vECtcnSS2Vsbfq5KO6LkApy0KUSZYOs+tnLZtzfu8myKFm4hclWDkymBYSBixMhjWEi3EA4nJuNykpN5kY1E1lKUHOowgVVgWT6h6PBkyb9OTQMO52e2F8tZGIeJsr/G7WCpJsgLxStOoukyvQyTTi1kZ5YrrPZFaqCZrDpuNXBk2LizcwmQwYmUwrBsmHfGXMetlDmmWdNK8vXlPxMgiYhXIkloiAew5B6SLFa2amlWqAtfBf/bge58IFpEp3D8aEalKiVYkVnS+62ciwxdbz+eXI7l+Z3dylfi3S4d5I1MGw6LCiJXBsBbI+i2FPxOgueNu9P8JvvKSWfXzZApJUz8SKfzsRzKFx9B+XU+tYMmyS3LE/lSoWLEZMBKrcAyt+30ZkgX7RIyuoplODg6sFU8EAG1D1teqEILBYNiAMB+ryWDEymBYz8mVwzbtFK4x2Wi58mTGbO7zhKoniBUQJSRY8NlXRIr3JeRLEi2fsH+GtitWTJIiWYJ9IyRZSJqYWI0q1wvro7CPCRiTrtBO5AOV88VqI53jtrW/bg0TXduUN4YNCpuEeTIYsTIY1gXpQ6aZVE2RRS3N1FyHvlPazDcA8gRkKSVUCdEKapZfqlo6nFehbEyIiDSl5KofSdPQ+yhV/biOyQLxgnxYxcJAnrAKGY4ypj3RArOOjID8TZv/zBxoMCwqjFgZDKuN1ZxQuZilGnmYqFMZMiVJ02CA634bbSelCvYhoYFtSMD8eqVJFTm7VxlHcQ4nJc2BQKKqUSRZgTANvXrVAxUL1quRq1YG+OmJl1CxgoLV92QM9ml+Q75Vq35JmFhm4muZcmXYKDBT4GQwYmUwrCZqPfi0oRU6Z5yu6pF7QmFC1ao/SIiV3wbrXr2q4DOQKb+OKhUdh8/MQLK0uTElVmyxw5CB6EdFI/8CqYJ1Ikf9oSdbI/Dj8sSq52Bb348ERNWKVCxQziQpQ6siZ5aTqWZMcMKoQP5CDvJGpAyGhYIRK4NhtdASaHOq2E+teYc/0Sk953DORIlVKlKlAqkC0gTnLfltgWCx+U8QrEoSKw7PIIqBCDyHIqITsULFaijMgUMiWFAOVqSGI+9nRSZAJF/wHfdB3rCNXNYx/ALUkX2ydAPN2B7IPnIysKlsfyNXhg0IU6wmgxErg2GdsCqESoRKYH+qMAKQzHpIVtghHUgU+lUNApFCcx/vI3NfhcQKPvsJoUrXfT5BsWLLl+RYlXZe9/5SuA5kipSrsA5kCknWyPVWyGkdygjf0UxIpsL+0Duww3YkMv4YVKygzpAGuK2HkYfki7Uec/yZimXYIDBiNRmMWBkMa4a1NAP2yioVkyryoUKihaTKE6mK1CtQqTxx6iOhKhErXAZEqphciWJol26vWPVoWkAgUp5oYNEqNu3x6D70VPeO6wAgUfA59ApZb4XZGs9EBuZAVqzgG5ArKLsnUYHTYPqrMcefOa0bDIsOI1YGw5qZAFfpjU3HjuJI6VKlkqP8JKFaWgrKlTfz9SOhgs+BP37ExGpAC68DUaHvSKLAckeKVe4FNRIrDrXgCRYQJuA+3r/Kq1i4rHh/K1SnhmT6W/GO7Gj2Y/UK60qKFZQNjhsOSbEbkTCFGTEP8yRw1sqV9PVqim1ljuyGDQBTrCaDESuDYV0mWZ4VzxIxsUKIgzTApydVIt5Un5zTB8KPSq8jcYL1SKZg22hJkCpMy7nRgEhVUKyItGTqzlPseEGKVCsgUsSZyD/dgc86PIcxGVzvu76jA1l5Yp8sVKGiYuUjsafT+XgyRbGx6DhUs2Sk9OTBX804AkNmMmeDwbApsaEm77nooovcox/9aHfTm94U3wo/8pGPJPvhoXnqqae6m9zkJm7Hjh3umGOOcd///vfXrbyGBURm/j0dUMrzn1mwKjGVjFMj/1iVCsE9I3HCOFXoP8Wmv/gdfanA3Adq1RZvAuQFVKvwHYjVEhEt+hwtubhtQNsGDreHZQsfK5Yt6faYrs9zpPPfAkqaMFvKsou6xHARse5xUaMkazG4pr00Yt7F5HrNIG2DYY1AGu9MlsotDjYUsbrmmmvcXe5yF/f2t789u//MM890f/7nf+7e+c53ui996Utu7733dscee6y7/vrr17ysBkN5BOAMeldJAGgUXi+QJmHqw4WIBi1o/oMFzX/wHUgULUsDN4LvSJ4EqQLikyNFTJ5I1YJ18Lfiz9rST/f7TzjP+2ll06d8kehtYVJHBAu3DZzbAnVS5GppyfVoCWQLl5RkJeSqdO02UYwzg2FcU+CslkXBhjIFPvKRj8QlB1CrzjrrLPeqV73KPfaxj8Vt733ve92Nb3xjVLae9KQnrXFpDQuHXJTzDpumzjCjvCTxqniR08+g03lKMEJcKvahUks6+o/MfWHEYQzf5H2svGmwWOTUCBdMZ8GE1pejCDmqOqUhQjkAeazARAjEElkblAvMgqM0IfKvwm3gs9WHEYai/ZKpbmZnEuzky26jBA2GTYUNpVg14dJLL3WXX345mv8Y++23nzvqqKPcxRdfvK5lMywAWpQoIDozCa8QlJUY4TwoU+xTJc1fQqnxSpU0+ZFaFcyB7FPFapVyVheECn2uiESFF1FBqtIyq0VsjyRMOLzzyEJ0hKdPSfakmgbl4LKDgz3XierJbZCYBUnFS5QrnmiaCWjS1pNeK77ueiNdK31dDYY5gylWC6BYNQFIFQAUKgn4zvty2L17Ny6MXbt2rWIpDYuBWfvSFHx1MpMhB3IgRgCmpIKVqjS4ZxroM4ZJkKRJliZGT48RC3jEX3QP92tJuIUQx6qwLk4IDv4xQa9qsVoG50F5YR8qVp6EoWM+sDOYXxABilZfOLTD6EGUu6JyBemBkhUc2pXjea0m46AQ1kErVaZcGQybAptGsZoUZ5xxBipbvBx66KHrXSTDRkJO1ZjdkL+YnlSqaGNwUk+c1jlOlfaz0iMDm4lWnFRZDZYDSC4Q5voTYRRg8B5/NizhWFoP6XAegrzJ9pbzEqbEMK0jx+BK/KmSthDqkVCrIlmlxp/WoT3Mz1i7qJljF+et3jD/MMVqwYnVwQcfjJ9XXHFFsh2+874cTjnlFHfllVeG5bLLLlv1sho2CXLmHG0SzHaqnTPIppcN/FkzdYltwcxHflRiqhomI7ieI4khOroXegIZglAHECaKQiNAvKn+SuUGy/6zvxyXwbKjRWxfySyQztDhuo9jRbGumHhheXjaG1FETbDInIl1lnMeslmQRxIm7SR90Boc2qcwD+I4weI9YzDMH4xYLTixOuKII5BAXXjhhYlZD0YH3uc+9ymet23bNrdz585kMRgmhyJV05gFs8pXPTxAOrEyT1uTcVqXSo9UZXLlk5MkCzUJp5+RQTyRYPE0NEyM/Gdc6Bi1vZ87BtNiJcuTKlbFaiZDbI60vaWaxW0St5XDLNTCLoTo9fJiTDmiM2NWtfgLBsPmw4bysbr66qvdD37wg8Rh/ZJLLnEHHHCAO+yww9xJJ53kTj/9dHfrW98aidarX/1qjHl13HHHrWu5DQuAklKVP3g8lUIc2zmiOk9LQ59B0emJ0X9S9ZLAAJtAaoRvEDlRoXKFKhFF6WQ/LHawUtUseQzVCFLINzNJs5hPMClfNmERigLagU7wAUT9xMzRN6zy9cC6wmkwETRVEH22ZIR2HUm9y/WTQxnFqTwGsdg4lLb5WxnWGeB/GEbPziCtRcGGIlZf+cpX3IMf/ODw/eSTT8bP448/3p177rnupS99Kca6es5znuN+85vfuPvd737u/PPPd9u3b1/HUhs2JULHmgmjHjrP5ITsanMeej2jqsiRbNJfKFnqfkSp+OJZU3DuZuJB0QnwcAxMHlzUKfsYMmEmwot0Wq9KyhlPhcOf2vmbTgqO7uSYjg7ttJGd29HM6B3bETiZM0zUXPJ1mmRewVLoBiDFglyZ47rBsGmwoYjVgx70oGSaCg14iL72ta/FxWBYNSjzk2YVWfPfROwjNUUlEyhnRgQmoRaEY3ZqHouqDk8CExQiiuEUlJoeTIxMw/JCUeLvDydBbiy/cEbXe0qKD0c6UH5UIknhLC8IljyfRxJK3zZqh8QxHX3VIA4WHY8TNYPiR+MCgXSxahbUt3HIlboPdDm5oCGeVmY+QSNbhnUER02fVVqLgg1FrAyGdUWb+SfrU5VRtMbMK/pQiRGAIW6VcFYHs58Mt4BO3amZMIz206CJkD2PIjMclSMNlyC9xlUCmZAJzXXM1FlbJTNlrZVB+IF5nkKxo0AR4iSDSsX5sE1zlIaPYOIWxDIOLJpGfsjWubW+dRMf3y/hhTEXgkGdYzCsFWwS5slgxMpgmAVKjuoTkSp5SpuzesGBvWYOzIRNSLIEsxQrKHJP0LXqSlI4Tm8rK1VJysG8Keqtv3f0ReuVgmAp9cqrbJVvJ/Aho/bFeFjwHbeTmsWkMpCb0AiiAmMxq6wfWhJ6XtfDYDBsOBixMhi6IDdMPtitlKO6dmQfNx9OltMpKlWeROVjVfW92qOd1GuO6jEYprROhY5d+jXx8bw/iT0Vv8e0RTqZekbuGCocIrBzYXwTsJN8ZhRjk6LDu0KML09eKvBGJ38qH9Y9Hu5Xo3MZboP2JOUqmEnhO5cNHOs7Q14D8hHTDu25OplyZVgHmPP6ZDBiZTBMRKpyjuodHhy9cfJqUKp0VHWpYHGIgRqpEipQVhwRIwBJxYomNkmkFInCEXuCeIXkCqYyrURJnydWmYTCxOvSPyoYK3PSWGJWI4WJ82NFCkkWECwcDhjIKo4UDEQKPkfeiV9dm2gx5bQbCE9xl1DUeACBObQbDBseRqwMhiZkTVGyg1Ukpcl01cG05Xf36oQjIUpibjttFpRKldiPvlU5Vpf4U2s/KR+zKnUWT0kWL8l+eX5TRYO5TihVilghcSTyEid95nYHJ/OcD5Zq8+QzdWgPbcejBHmkILYxMbDeEPNDwkUO7b5IrDDJDHJo8sUSIS3Mod0wZzAfq8lgxMpgyCHXWeaUKtlJ19IY50HCZi/oyEWnnyg1YsJgNvthFHWKWcXO6TKSeCAt+b4/S6aEac9HPpdkiuQbcVyiYOWUqxKE4uPrSESJ1n2DoMMTfu85II2VjP+A5CaaEr1HmHd4F35eTMrgeEyPTYI42SDlDfMH0qhAbhnMPtanNxpFZ3rme0nTleqc8b3T7c7qGtbAHNoN8wEzBU4GI1YGQxalhwCRnaSzzLCWMd2sgi9RQqqkcqX2ZXynalHH5TlSBeuCmoO6rJgwf+F/IjhjVzhd96SqKRkgS2KUonBVqp/DZkImJUTceMRgqIM0j4rRl8HPKvUBS0hN4tTepM7lqiLNh5y+UK7Mod1gWFM84xnP6HTcOeec03qMESuDYVaO6h1MfWmy2s8o51NFEcQDmeLI6l65kv5WfltKuoIJUJRNhjBgMpOEMEgKGf7EDl/4YYU028hFtwapqYIJqZEMRfqLFZASPvrkiAtMWMCnCiPskDnQRZUK/a2CE783C3pORltDm5G6J9u1TU2SZQ/+auxzZQ7thvkAqEyjBVGsrrzyyuQ7BBv/1Kc+5R796Efj9927d7t//dd/NWJlMKyZo3rWz6bLgySjUuXUKTIDhlGBvcwIQOFbVVOv5Ki6DFDJkZ07KT3xYZgxGcpqVhNUvY0PaFKn26ulTilxFISQo7K7GFoB/KeCWRQDhRKJdSOfBtoSeUoc2l/M1AdWbeY7hbAL5tBumCPogb7TpjXP+NCHPpR8hynz7nznO4ftv/zlL3E+4i4wYmXYXCgpGG2O1OWd3RzVM2mUk82oMooE+bzSkX5hnkDltF4MqyBIWiQgTQpPal5Lyy9VLrU9xye7KHe18AxVRyuaar9WFud9t5A4hePZVyuOFATuhErWqK4c+raJDu1h6hvpBxXqQNeQTY65EklToCxTNaFDe0MbZo9LC9PSfgbD4uHqq692Kysr4fuePXvcAIIwd4ARK8PGR5dOfCxH8oJShWY1ub/OKDplo4lHzfyXRk9PwirwNjL74Ug1QaxqypWcG1DUKyFRSUUVgQqBRaP/U0LSWMyRTvLs+J3NIyYe4l/BIDxcZYd5igIvnOjxOxcqp5DlSJl0xgrqGznbI82iKWvYEx2P8U7y+jpFs6AvL14rbmM5WjLIY9JkmimbIoSVNgWO69CeJjweuhIzw8LBG8kXb0qbqqrcm9/8ZjT/fetb33J3vOMd3Ve/+lV3yCGHdDrfiJXBUETJUT3uS47WCk8nklVyVM+QrZK5r6BUyRhQ+D0pvjaxCSWIxRdMV5Am3gbWMKmE9eOxTK5qUdU1QogGEoGS75Xa5r/zBNFpQFIqcmKm5I+4kf2VsGxBveL6ieF9VNdIcMmBnMJdxSClUdqj1GLmyic92wg5wiUPq9bJod1MjYYFxnA4dP/4j//oXv/617t73/veqFA9/OEPd0cffbT7t3/7N/fc5z63UzpGrAwbF5O8nXdKMxKMEP28pjDxaqEMXcxhXRzVSbFKIqszaZKO66BWyRALSbDQtNwJgQq+SmQSQwUqxpXCdSAXtK0a+O+8HRfeJtUrijmVU8a8IuVSIgWfQ+I48H0oPolY9YZErIYxxAMc48UmoWiFkA/kNyYtbHSMHEgIkdh9FPaoOoU5BjncBOwPkUXZ1wr2selWURxtIqwh9VlLHN9lmwX/+OjQjoSx5NA+Cxi5MixguIU3vOEN7m1vexuSq9e97nU4SvC3f/u33Zlnnul+9KMfuec973nuNa95Tae0jFgZNiZW4zeadVSXZrSwQx3fUZ2q5ZFTpCLhSUiVNA9KQiX9rGqkihUk5WeVxLaidSJmTJ7g3BGTNVhf8mSJP3HhbQMiVEiyJMGKClZAVSdW/aFXhPpIpoA49Tx5GvVcf8V/wnZY98fBNlqnT/juuQeRHVK7eHJlT7CYMNE6Xw7yR/eXF9qX0ghR2pkhysjsXBn6LFgofZ1zWwv3TOL4LgcTRJUrBEddTYd2I1cGCuoZRtDOIK15Bpj+XvrSl7oTTjjBbdu2Dbcdd9xxuIwLI1aGjYfVUKp8wmJNm3xovzDvBN+DLupULaucCtawJAoUjwxkYpQx/7HqRH5hMRp7JFuBUME6qU7wfcQKFBMn2LaFZoDZAseKdSRbkVgByfKmQYgZxW0j6h1Uql4gWECoArHCpXL9FSJTy55kwT4kfECgAvFyzgHZqvx+74tFzckqFipK0nmdCJWM7hnIFfvIxbb0gqW4zqAiQqDQQLbSuQITs2CTP5TysYrHkwImo7rnzIJtDu2zgJErwwLh0ksvdTt27ECn9W984xtun332cbe61a3c1q1bx07LiJVhgUlVfkRb3VHd/0FnZVmOohmwYbvYF8x/GYf12hyAHFZBTcIsndOleTD4PAXToTD1saqFRIiUqgETJiZR/hP2A3HCbYOeG8InbudtlSdWS5U/fwkkKL+95r8UiBX5LAHpQSIFRAnUKed6K6BM0frQuf4evx/UqoFY509PwCo3QmXLK1egaCFJYhMerfO8yeSnTlxEOrTzpMwYc4GKy2ZHWMjRCsMwwFeS33huQZruJlGu2kyCenSfUKcCV9LBV8d1aJ8GRq4WGnqWqmnTmmcAqXr1q1/t3vjGN6LTOmCvvfZyp5xyinvFK15RdvvIwIiVYXGhVYPgqJ7Y/mpK1VhmyKYfo1BH8s7qTUqWUMqSz4w5KjH/Kb8pIlZIjkipGrIStYXJlXOjrUSwtsJ2T6JGW/2n21I5t2XkejCzzhLITJXrDcCkRQv6J3kgkYGgg8Mekh9Qn9xKHznLaLnv3ErPjZYrUqpg8KP/rJa9+QvXez0fHJ1YEpoMYRVUq8ADiIwgF/LqGapJODWOvI7MYNh0STpkmDpHKlbpIAOfrlY02SwoHdpD5fP3R8PoPvSoalKukn2lIZNTwsiVYQHw1re+1Z199tnuXe96lzv88MPRv+qCCy5wz3zmM12/30eC1RVGrAyLaf6TTuphE/tU5fygCmXpUi51THjzCUpVjKIeAoBm/KqS0AkYFFSQpiSOVSQJ0dFd+FEhoWJViogVkChUnJwbAoliMgXECrZth8/KE6utlSdX20bOLVWuv3XoBksjJFVbt6y4pf7ILQ1GbtAfuX6vcgMxZI8ndV0e9t1w1HfLw4FbXh640bDvVvYMPMna03f9PV7FGl4P5kBvEhzt7qGiBaFkWK3CaRKJUKGFFNYdq2GkMFGTRJUqcpNIvIhQkfiEfiVsIgTndlCj9GTNfJ14YubkOuvRgry5Q4gEpXL5MrMC2GtwaGeySOmxCjcLGLlaSCyS8/o73vEOVKue8pSnuB/+8If4mzvqqKPcW97yFvec5zzHiJVhk2FWpEqrC50c1QWpyhGvtnImopfwhwlMQKap/arYl0pHUpdO6byPyZT0u5LhDySp8sTKm/n8Opj4cB1I1Da/PtwaFSogVtWWyo2ATG0duf6Wyi1tX3ZLSyO3fduy275l2W0dDN3eW3a7Lf2h2zZYwU8gVYPeMDTDSjVww6rn9oyW3J7hwF0/3OKuW9mCBOva3Vvd8srALe9Zciu7l1y10nPDwcCNlntoEgQVDcgU1mel56pl8pmCGH5okfOO39i64JclH+Q0ghC5h3ZVEkpTogKJa+f9raTK1RP+VkCuvAnUkw8iWhn3siKKU9VEYphNp+TQLus2K0Jk5GrhsEjE6oc//KG73/3uV9sOflaXX375WGkZsTIsEKnKpxUd1f033up5znTqVJKH+JYz7SUELihTQqni4gUSFpNLmIBKJ5AsGSJBkCyvVHlSheoUqFhk9huiOgWKVYXqVLVj5BWqrSO3bfuy27a04vbetsfts2W32z5Ydju3XO+29Ydux2CP29pfcUu9ES5MB4BYrVR9d/1oi9szXHLXDre6q1e2ud3DJTcYjNz1K0vuuiUgK84Nl/uoblUYDNWrSOAUj2oU1RlDMrBCBc0Fo/ZoHSOjU2gC5AThNGJPilTBgz/Et0raN16LSHaESRDjewlTnTTZURGa74/MceJWiQoU/2EJTpkFeWNIx8yCBkNX7L///rX5AgEXXXSRu+1tb+vGgRErw/yijchMS7pqjuqiw+bJi2vR1sV6S/71SZZ5XZj5cDvEURIqlVxv9LHKlKHmg8Wj9FK/KlCk0GcKF++UjuoUrKPZz5Op0TZv/qv2GrrelpHbsmPZ7djuFaoDdlzr9lra426w7Tq3c+k6t/dgj7vB0tVuR3/Z7dO/3m3vL7stvaFbclGx2uOAWA3ctaNt7rrRFnf1aLv7zcpe7rrhVverbXu7a1a2uV17trvfbN3url/e4q5b2uqGewZuuGXgqsEAzYJ4WQY9DD4PX/rgzyWuDzqbow8XNYlwVsepa1jhCdFFBREi0uVNg8RYeGQlOMGzozqmRaY2CtUQlUMyDyZBS6Oahl81AZL3Bx1fRySJ6H1FAeMbHdq13NUVbVPjGLlaCCxSuIW73e1u7vOf/7w78sgj8fvy8rJ79rOf7d7//ve7973vfWOlZcTKsMGgf5xj/lgTC6ByVBfmv2yHlChaHfNJ0hSKU1DQxJD+0pJLs6EYPgqApwXJ1DKk2vDifbM4yCf5XMEn+VrhgqMAR0iqBluGbuvWFbdjy7LbsXWP23frbrf30m63/5Zr3Q2WrnH7DHa7AwaeWO3b3+129FY8sQoO487tqfpuxfXcNaM97trRFrdjtOyW3Mhd09+KStagB5MeOzQNwjnLW31grGrUd9XyyI2qvutDuWAkIMa5Ag4DzuxVrIsklVKp4nZQnCAZc1dyCA/XSM3nlxBmoSwl60k4UhLLyC+qeP9IM2Y+nlV6j7KPlXJsT26cMZCcP4bTvcGwQQEj/yDkAgDiWAHRuu6669wnPvEJd//733+stIxYGeYPRSWoXSVqTTrpjHR6wqcq12EWHd6bc6ypTElHXSBVMkyCVqo6VzaaAmXsqhg93StU6KhOYRXQBAjqFfhTgRlw68hVWys32Lbitmwdur2273H7brseTX833Ha12zm43h209Sp3w6Wr3M7Bde6Gg6vdXr1lt7O/x+3oVW4LPGREGy1XlQOXqKtGfXddtcXtGm1ze/d3u6tH29DRfcdgBzq/w9vt0mCbWx4N3G6Y1Y9HEvZGbrhCE6GCWAThGeBtmIKL4khD2I2BPGm6HEEkwVG93UJG/kqsaAb/KxnbiokNKIwwpBFWvWO5J7M4ozPbI0WGkZCU7p1s+ISE1CvlKp4p+JaI0D4ROihoRq42PRYp3ML97ne/4GN1s5vdzH3hC1+YOC0jVob5wjiO4WOlm/NziquJ+U/yp0Q1IlPTWM7r0iyn1DAYBShNfsnIPk2qIikjr6J8GTjieOjAtakwfnJ09BAxPXxSTCogKGBmWxqhk/qWpaHbvrTidiwtu72X9qBCtc/S9W7fwXVuZx+W693+qFSN3D69ntvRG7ilXh8Xzna5GrkVIBv9oVsir3MwDfbdyF092I4EChzbr1na5oZVH324gFAtbxniaMFqqY8xslJ/MXbOJ9WK+A42R7ju4qlejfmUV2ojErYkMKe8PkqhCqbD6NCevXSiPLXpbUpg8x/PA6m3i3t8OpLVQKKMXC0AsZqNCa+a89vkM5/5TOdjH/jABzbuN2JlmB+0/n6nJ1fpes4M2ECQOuehzXep6Y/zSKayqU2krNORnXtLUzBxSMxJqoy0L5oFoxktTEcD8afQL8vHoupDGIX+yG3tD3HZ1l9x23qwLNP6stvWG7ptvcpt6/Xc1l7fbQFy5QahKH03dMDX9rihG7mRg/BUkMZyf0DpbMG0YEQhLJAfOLWDqQ9IXgXKFJEpDP4ppueRdQmmOqk4NV2ypJ06mOiQUBCJShRNT4zS8AciQno+w/o1So5NpCOlXPVaHNopGZzCZ9KeTeevdxu5Mmx8POQhD/GzNbQ86+GYEYdYKcCIlWE+0KoCjU+qUufxTHolR/WExHjpo/ZjK5rlFCmqKVU+n3R+wPoi5/XLto0kTpX23aFBb0ywyCeoU9cnSIpfJ31M+EnlAG+1I9d3K1XPDcF016sceEv5ZRQUHlj327zv97BQrr6rcOF80YQnayHK2eXOQP7DEzeHQgtbB7eTCnvgI6+r9kHHcTIJjmhS5jAikMoJYRjCOWwWzKhG4WJp0xupj8okB62ivOJbHdq53FObB/m+NuVqYbBI4Rb+53/+Z2ZpGbEyzDEKpGqc32dybE6hEioSblLkiklVk99XbZNWmqRSJdIrOarLsqkONy9qQPwioaBwIjTxsO+kJdkSDtFiG4sr6XH+wQq+S2CmW4GgnqOB2wO+T6Mlt7u/xV1fbXXXVstuMBq5HT0Ytjd0g2qIBGtLBc7ro2CG3QOmQFe5a9HHqu+uGy2566qt7rrRVnc9LlswXUh/GWJejfoY9woc1JET4CilWM5aW4TtgihJohEIVDSbhjq3MQ42+0k5SIwkjIoR+eoFE1wiHaUXM6SZq4i88JLwhT/qxig4tPM6+7aP8/tJmkTW3UiUYXNh586dM0vLiJVhfdEkuxb26bf4jhm1O6rXFC41vUznMmoH+Uwe0vynzYCChCWEr1fuTDF6OH4lcxQ4b8PJOJ8d2/x8r4qxn/BTWI3IDcgrOySI0ZQzQKqGEBl9OKCgnktuqb/FXT3chklv6y8jKYFRfeArdX1/2S1Xu93W3tBt6VVuSXTCcCSoWtdUQMgg3MI295vh3u6a0TZ35XCHu2q4HdOF+FbXr0Csq4FbWRlg/hifiiZv9vMCxjokBFG4NEmlCr+TVIZtECZPFmQraV+hVgV1MCpAvt0y11r4VmEbarucuna1eytxWE/PqflTyZ1Zh3aVLkeY7wJMUqckRycaudrsKLy/TJzWvCtWp59+uvv+97/vjj76aPfSl74Up7L52c9+5rZv3+4OOOCAzmkZsTKsH8ZwAucOY+p8tPmvSKygA1KkqisJTIiYclTPqlTCBChJllbs2DREkZhS9YAmGqZTgwM3TXjsZGBNJlG84ETIfmJjnPh4mfKAEYNYnr4bLg3cnqrnru1tRbLhwyFU6GQOCtNVSzvcXv3dbtfSXki0YKQf+E5BKAU5pQ2QLzD/AZGC866ttrorIY7VaIv79fLeGCx01/J295vdOzCO1bXXb/VT3sB0N3v6rgdT3UAk9mU/YTOWHUYGYvl9dHW/0D4kUnG7JzvK9BeUKyZgDeYyfR/KWwLJlB8hKLchyQ0kjpEhW2JUX9O9HjWoMmGLBEzUZVxznRrwEWNjFdLT5NOw4bFIpsBnPetZ7mtf+5p72MMe5t70pjdhHCuYlPnv/u7v3Fe+8hV33nnndU7LiJVhTqF/hJOoVLn0Mo7q4VOY/6Qprlgmsbl2mDDraUf1hDg1lyObrfTL0Q7MfACbAIVihR08zYPnVakqVX4EGUGStQKTKdOEzDBBMpjyBksYFgHMguBcDmZBeGCC6W7HYKvbUy0hsdqrv8dtBWLVA8+ryDSG4L5e9TFA6O5qyV033IIqFUxtc+XyDnftylZ39fI2d+2erW738hKSqiEQq+W+68EC8wMiofIkMJRXLFF5Y9IU/ah8EHhWosgfKvGtiupVSS+NEdV5UmdhFoR1dLsS1wMvVaooRrurvK76OmbuM3n9w73c5tCu0xyPXKVlzO0wImXY+Ljwwgvd+eef7+5zn/ugI/sZZ5yBxIqJ1jgwYmWYDpM4rY7hqB6UqrFIlT6+xVGdfWJqqpMiOV1NgjJNnRaGVqAyySjrSXgFLnM5P2/CE4oVrHLS0tcKNgCZwAmJwVQH8+x5F2g0GYWYTz4dP20MT2ZMhAvm7Bst4STMu5cHbnkrhEMYIfnZMhhiFHYIw7B1sOL2WloOcwUu9fxcgUDEGOgvVfWRiK2gn9YA5wrE6W2Wt7o9KwO/7N7ihit9N9o9cG7ZT8rcv76PpGpwvVesYP7AwR6akHmZJ2b2kzLDOhBDr2TRohQr/0kkSN7D0gRYu8bKv4ocwhMizmnBJ6qFsE7zChZunxAavmbuZRWrTraRJHZ2aFdq2ASqEv8+EuUql940ypWpXvOFBbIF7rXXXjitDeCOd7yj++lPf4rr++6779iO7UasDJOjyTQ2fmLqUzy0W7PJHZBLRyhEuEk5iOdIVDbvjKJUc1jnbDNhFALJit/rpKqUd3w6+ZF2wgsmKBWiUw9Jgq8UOTDDp1CoIMoUhpTCPIGkgPwvnJwxHfC3gmT7+DlaAnLk3Mpg4FaWBm730tAtDUbuGiBU/RESLoii3lPECgN9ohO8d0wHZ3ggVSvDPipUI/DlAp+qPQOcaLm326tUYP4DEoVmPyBRSKQimfLkiT+jORBJE/qUsQlUOq9HUyC3WRSSOvQC4pojuZKkKhmIEI/HQ/RI7basaiyPHbxazIc5ZatNFetUb3moTG/Oe06DoQHPec5z3Jvf/GZ39tlnu7333tvt2bMHt//Lv/yLu+Utb+nGgRErw/RkSm5rm2Os6z4ePddeoA4Er+CoLpWqnDkvZ5bjfbUNKbGqK1XS9JcuSSBQaRrMIWleViZISWCzH5MntIdB0ALfOXsVCjYRwUIXICBRPrAmd9igMoHTOqY97OEUMkOMaF650R6Y4qbvRoPK7QY1qV+565Z8EFGMdTWIMa98lYBwxIKjzwZGSu/7EA3kHI8LmBshX8gT/LyGQKbAJAkEqocKFax7lQrWK9wGCtUAfa5IsQK1aqgXP3dfMA8S4WIlB0uVmATbbqn69fGBQ0UsUM2i2KG9H82IPr+mPHP3gTYzujEc2mV8rQIaf8NkJsfBEcnG+rnTPBe6nmtYXczQx8rNuY/VT37yE/fhD38YA4Xe5ja3QWL16Ec/Gqe0ee973ztWWkasDN3RheiMq2J1dlQf0xwo/aVKjuqJ71NOdWogbdr3quafRR1pUC54QuW4PTiqs1+ONP+1tWOms+FJg5PRgCH+lDcFAkBBCv05zM1HoQxQvQLCQiQKSAxOcTPwpAanwsHvcR2DiPInZARBPIETgbN8wjeDB7Xv25GA8Ag/72APJM6h6tRDsgTrQKi4XOiwPmKzny/vYI8njP1lb/bzChYpVsNRNAGy8zp8RzUPFggDIdpSE6u2Dj8xC3InBO0tYmOxQ3tQyKCu6OgVY441XWP5W6gpUPLaT+jQnkOR1MuTSH1rc2hvS3O13A0MM8EiTWlz5ZVXom8V43GPe5w77LDD3GmnnebucY97jJWWESvDHKADicqSrYbkkkMLDuJCRMqpTg32OHFMbTWTh1CslFqWN/9N2AnVTFgcYoHMhjwyjUgXkBckdxX7XJGihIqVJwHAAUCBQvIDTuwgUgGp4smaobOmKWYwO46KTnVhtSyW0at5MjSCdyhnR3TllA6Eik2WqERFUgWkic2A6EvFShWSKnbMF6EV2JE9rFN7lR74Onp9m88VE9ucQ3vtPDY9kmKZvZY6v3pE9S6kq+zQnq1Uub6yYJpfJhtXoQc1cmVYZXzoQx+aWVpGrAxr7Eul01TkJOOrpI/rli6byISjenKYVodyoRWaFKuYV2L2k+vSDAjKBe0LShU7suvzNJRjdfN+6oM4OyItFZqkYOi/i5HCRz0QmPy8exi2AOYIhFF3NBJwj5iLD0lU/MT5BftinerB+capZUILhfKFrYJcoaLCI/Z4dF+IV8VEy+8DQujJE/lUoYrFIRZIqYL9pFxFPyu1Lp3MXQdyVbs2ksgwifWjCFDJIRKZRnenUQYsGQrzZGpemwCJQ3utIhmH9nRfl/RDPZsc2lcLRq7WHIsUbqGEXbt2uRe96EXunHPOcV1hxMqwDqiTqlSpyewvJVHc12LCk0qR9HuSiTQVQwZa1KQqqFM6+KdXeGpqlVatciiqKrm6i1GDvJ86cOBXiYluyJ16z/Uxwrr31cIpW9Cs55UqnOCYyx+IlJz6BtZTNaMYUDxX/qoc6BPKHZQtIFbB+T7GrgLFypv7iFwJP6pa3Co51Ck3zYyoQ/P2wkFMWmgybCY7efaTqmJIsuiwnLG31nYy0r4b16FdmEBznDGbvz5YKVi4mwtvypVh4wACg77xjW90P/rRj4LjOgDWL774YtwO+PSnP92alhErw9oqVV0c1dvMYVrZyhyQ3Z0jVdosWCqDSjAb/T2kJZSoxEldEi0fNJTPCw7sGsHNpjDPXKmTwX7TEyUMwwCnA8mQ8+sJpQjVJzQRsqLm1SsmS2zqQ7qWIZxhbsNJIR3I5TZFDFnFispWjE8ViJTwo0rJFRU7cKtMQFCpsuUc1HGXvlfldWI/KmaHFL6CRmiGkXSSbOmRhA1tlEDfr3hhyUmf+Ue40L28clU0d5ZULHWdyQ8sdWgn0rZa/MfI1dohzGw+o7TmGE9/+tPdcDh0Rx11lBsMIA6Nx7XXXuu++MUvuiOPPLJzWkasDOtg/tObRE9dIytyf5csFBmSC2xih/LE/NfgvB5WCySrZv4jwqRJVc78ByY4eW4NwdU4iYDtN7Z0LEHNoN6cHaeZSAWCAYzEt1sgVBmimbjRaH/lXHm69ntKAao9ezVxkWlzwE+eKJnIk1aqwpQ2vF4qXEk1ZBIi74PMy4FvAr8S+Yw3+/EIQJ8/SVooD0oTYuotXL4jdPkoDTyBzIzgmB8uvY5zJUg1XPfsvVQiyoowJeqUcmg35WrDY72d13/605+6l73sZe5f//VfkeDc6la3QpPcuM7kXXDJJZe473znO+7www9Ptv/yl790f/mXfzlWkFAjVoY1RqbXShSQhv3jpl/r/CTJ0kqVIjfa1KfT0Ptqpj0iTjIvVn2IZFU1BU0BFQhyiObOWhOb2nnlxuJQltJU6MkVO1yLaO4NqaaRyoWaROudn6KKyNRUL1bymk4XylMgUOxDlVNdcqqPFHSy+RXijGVLJP2uxHbwwGdC21OkN7Wj0arcXxCLdIElmdakpvbb0jGtcmw5AxkrLRQq41QfIsybcmWYDBCU8773va978IMfjMTqwAMPRHPdDW5wA7cauP76690+++xT247P3jGFBiNWhrUx/+WyKShEWVNLOSVxuHJU5x3kOJ6fqy8lXL0SIZPrMr9wvlSiVDgFWAZ95WMVyxUIVkhVmKhE51t3hck5xzQoYGRuY84RFA0exYbmKhV1XJIWzlKpQPFTbS9espQhpH5nTKi0/5kgXoGQpj5awczVkDek0ekOFyQqIVWybZG7xNR8vmQSo04/+nexSgV0FsI8kLIUyKCKGhq4Vpk85CkwB9OKYR68qseTQSetkZgFaUtrHKtEBeWNoTCxE/LKVdsoRMNco0HgnSitMfCGN7zBHXrooYnT+BFHHOFWC5deeml2omUgdLBvHBixMqwuch188vasPovKQa85+Vo+KbloJVWhWBlSkk1b5MGcUJr+hGqVbEuirWd8u7APEuVJ96gIAMw46I8kHCHUQdoWkgiIZKOyUPNxSolSJArKvCbIVaKUFKxM8nrLa8MkBmOP4fdYLx9YUzjMZ3hC8bYRhADaFwKXZsuXtCHFBKsRK2pHee2wXBQPjMsmmgLJTbDIQdBWaDeasJnLllPXcuEaZHHpunhyznUS92c4vUHmFNfLp1KUq+LpQU3lXaxciXJIciiIl8HQBf/0T//kjj32WPfEJz4Rg3be7GY3c89//vPds5/9bLcaAPLURKAgptXKyor7/Oc/7x74wAc2pmXEyrDK0CSFOtJkd9qZZVPpIjPklK5aEFC5xC9BQWsy+yXbQ2Xq5r/gT6XUq0AWdBq5ungCEMkCd0h+upmEmwbzU0zIk6q08290ME8tTrSNiBKNzEOAshKmiKmTrFwIg1RBkuY9RVr6MLkOERrsjJlgpXViRU8rfSWEUJxSJeNQCDXOLNqwppA1XDtJsLiwmIf3o0JVENoOE/DqFEwPFIKJBpNx6g+XWgozpIRJJ6tksaXSCOs8F3coqzJByutfaFZ1GevEXqpTa+XQbubADRduYdeuXcn2bdu24aLxwx/+0L3jHe9wJ598snvFK17h/uM//sO98IUvdFu3bnXHH3+8mzUgOGjJ7AfbR6OR+/Wvf43HgZN7E4xYGVbHDJhJS5ocaoQie3yH8oQOSXwPJkB4tAuFqp8ZsYekKmPm4aImRdAdqg6nwAQqTq6ckKzEPJjpuBPTW1RlvOkOopRHEpP0JYFzaVIoFBZJLltIViBuoc48zTBFEkfVRwQe1WRKKVa1bk9fd60SaUUxMReykpQXcgKhrClHTGJ6mTbMzPEn2xAHGajyCMKXnBfiVzH5g9hhnpyiEzn6yqVmQU962DQoa6KIUoNyxXuTtqapc6SZsezQLklWwfQoSadWn2LCof2zLErf67OAbHvD7DHjZj300EOT7xDZ/DWveU3tOCAy4KT++te/Hr/DqLxvfetb7p3vfOeqEKsuEy0fdNBBnY4zYmWYPamKiapV/YYvO9SGc5vSLR2KykbB/CfUnShayQ4+6TGTNOPXXrv5L1Gu0v3pCDNVGR7kVfOz4oMbfKtksXOkSjqEF685T4xCeZEqEEyUIU4T+e1wgsqhvRW5cmQJlbhHOpU/FoFS8e0QJpERpqlas9bbsDbIgK+prgcfI7gJcwyaTSgqe7oOiSrF9xn7bGXyyVbYG/FSJa80LY6EMOvVGGuJZInLrflfUZ3KVcDI0KLhsssuczt37gzfc2oV4CY3uYm7/e1vn2y73e1u5z74wQ+uSrlkmTSuuuqqTscxjFgZ2klVYB9TJK87T5cnMd1Mfpkyd3JUTxff35RJV3OnnxKr1Pwn/Kn6/cS3ik2CbWY5pAAce4nNOBwfKfhgceeVdvKJ/480Ywn/LsqmUAbl7yN8rKaODj4ucmSxsezUXqQcxYFvRBMTs2VUlnRiKaHLt2FzGbzC6PNnFuL90fx55NjOpkKtXEHCOJ+QPL9jk2m6UvutUGBY+T2weXVfUjiLbD46VENOOaLJz0O7T/tcaQyXIVQzw9yaAnfu3NmJnMCIwO9973vJtv/6r/+qhUNYLSwvL7uPf/zj7v3vf7/72Mc+huEeusKI1aKjkckIsjHbTJMPziMtSgPxqClWORNezq9KKFXyvHBuai6rZRXaQpEqpVRFhagfCFfokIMPVqGOLFJABwKmTDZliTBFrDp4P6Rc8+TVKcy3VicifIWWjqJEPCh5zsr0M5emll/GhNnroHYFv+gccdDZBvOpEH6kI3mVRkbP+y7RH22yld+p3kkBhCkvjEAk/uQgej3MhYj3Ch+WvmCEYKLJKAWtWmbaM1Gl1ByEwSZKx2DSagJozk+3RdPvn/xR4inSkYvPCx5W9UgNk0CSwOIBxqw2A1784he7o48+Gk2Bv/d7v+e+/OUvYzwpWFYTF110EZKpD3zgA+isftxxx7kPf/jDY6VhxGqR0apUhT+rkHeaf60oOVWqNU0mTdJpW5InvwQFraZGKSKpyyA7Ue5kM47qwdyn1StxfOoE7WpmGjbDhZFmFDkdFQAmBqX+rkQEgnlNtZkSDrhbik7HaV8ZTWPie5jeJkPUMuRRToAso6snwTVF6ISEd0nH+JiMPIAUI9Gkwm8tiB6SeOXA5KNfIFRh5KXYznVgkyARJXReJ/80vgC4r5IKVaG9OOHsHEEiX8UuPRkVLwLyQPxP9dOqU06FqhVHXIPA5xSBC1/jfTu93mnEaU3RIBBOlNYYuOc974mE5pRTTnGvfe1rMdTCWWed5Z7ylKe41cDLX/5y97d/+7fuiiuucI94xCPQcf4xj3mM2759+9hpGbEyZNCkFo2ZUs4EmBCqzH4qQkOizfk1mf8S0iHUghzR0nlKk5Aw+yVkSm4X31mlgmliIsHRecQP7LfIEhQUGOycqGtq6mRl2qxc9RWxyuSdnCOPC5M6czpknQpkMTeHIJNHVcZAZiKpChMucyR1PW2NdOhX5Cv4MiVxtoiUktIViKnsJKqWttTtIhVAQaT8qfK+ifVEcDgFcLJC0x+AnNhhTsYKJozWaVJcsZBQ1x9j3RnLK0W9hpcQKbJxY3YwPfJvVTRqOsGzmq9QjBRM5rCcCJLI5tRGGyk4O+R+xNOkNR5+53d+B5e1wJ/+6Z+6O9/5zhiMVPt2jQsWpA2GiN6MflBRJMpvz22YJNuE9Ojya6WqQKryp8RjkrxkGSNZlIEuQ2ccfHLkVDfKh4fISuy8qQMnYhY6cyJodYducZ40NTK5EypZ6shOpCioa+L7IC4jXpb8MtzSc6MtfTfa2nNDXPpuuI3Wt/XcCqxvLy8r+Nn337eJBdLZCmnHpcI8+/jpy+PJKZcZO3EuMxNIJpGi7XifVBhjW+baU7RLhlRFYsltLa+jum65+yq5bvr3IkmpIm1NS7gXM/e1PJC/q3KkCmqHH2H2t8Zp1yoVd3X8WbdnbjDMDjA68ZprrkFy9fCHPxwDk0qn9XFgitUiosnEJlWjqbJQD+mMrS999rbkWdovlahwnCJN2UWUKzk3l1/OtKaUKh1iQapUSFQo8rrwc0oUotSW5SdQDmqMVlvyKkutM2aCENqCj1OKSy9Vo6IJjMmF+ERS4wkYkC2/jQmZXw91Vn1tLDsrST1UbXpDr1D5T7+tT+sjmFAZ99GxdE4YNUkKl0xbfk/NgaSXqOO8spW5v3TbZQKDZgchBBOmv7DS+ZcvNV5fiMAeGppVnuhUV8F8f2561PypuE6hTFRObowgK6rcS+pQuLZqgudEueIGI7MgtGVQ8CaumVCntG+YyM+wIU2Ba41TTz0Vl6985Svub/7mbzB21gknnOAe9ahHuSc/+cnucY97XOe0TLEyEKQf0oQpZCxqyStqIFCSVOXyyxChUkaJIsBv5HWVwO9Sb9K1c0X+SV6yA5F5qDQS85kKFiomiY/KkWtUrUJnHkyPMe2o2AiVKqgx0TwXTZHie0hXphfz9WqMIlWkFI0Gzo2WYAFFyeEy3OrccBt8RtUKv9Oyst25Ffjkbdv95wjOA4UKz/PffZqsjhGRS5QqUS5uK2GCjEqUJHhC2ZKqnjTZFha/X1yzYAqValZ94bZOlauokEWX7ljO3MtHcj813acJ4ZPEml88Mr+R5DcgA+nmylJ4Ucn9bnPlypR5Ru9w3V7MDIaOgNhZ4MsFE0B/9KMfdXvttdfYcbNMsdqIyD1Eur6ZFZWf8GfCMhXSzig/cVPpAd4lP/3GrYlOQyegVavk4Z9RIOjc2jQmRIhSZ/EYpyp0ojptRbSS9ESIo+C4ThuDc3CpfZI6ijR6bSqMJFrCdwrIDJESqU7hOnxuIeUKzXRRsUqUK915smI1iktF6pRbAVckr2BhkWAbtPoQmjloPX7biAKXYlH5+ki6Iqecpu+cBDt2S5VKDBxIGku3XXHaIJEO327SxwhGBEK9oW15iCelx4egb5W8XjQU0vtcRd+x9EYR6dUUJkojuTf4u7wZOC+hbk2i9IQyCB8qWcb1cGjnC9E1C/08WnTFa4EUK41+v+8e9rCH4XL22WfX9jfBiNVGQtNbWZDExz233elh3Jm9a/nlHvr6dbVLHgkZonLpt/AMsSo7tFNaNfJRKFcTacsqQVJViWbBGrlRoHFwok/iKJO+c0omSeZzSsQwGdE3yXVMl6geRYJVoYLF24hsIikjQiiCY3qCwKY9IldAqGhEHFwrnEmPR/CNODgpj67rWA1qPG7LpAk4vlXYRYRMmQPTr5qI1klsWCey4LNid22YnofMXzgjQLyk3qwpYkglZCgX/4n+ZJ3NPeHM/bYwtXCYYoPJQEAVOoPNlNl2zpDTWn5VY106TotNWUzi+M6EboLnI29fVILl3xBnl9ac47rrrsNQC1/72tfcPvvsg/5WT3rSk8YeGWjEypCXiHRnMW26suPnL8k2eVpThjU5Kd0ciFd8uCfpSsVBK1ClvJO003X5uK2ydROkRJ4jSJV83jDxiOaiVHXBfiVXnlx5cyPC5Mu9VBU4jBFul19kWnV1i9fD8zeYIYlQKWIVPuW6iEKA2dLky7nqhfbR33mS6NwbtmiDepvGBkue+7nBeA2EOISjCoIS0SktpugNRbGldmLLKz9fRCpMiKQu/ZAkWVLHhH1iNJ9kn6XfZBKaQd5T/PuLJLkYyGqM54uMZ5ZxHNt4sohhbvCLX/zCPeABD3C/+tWv3K1vfWv0tYLPM844w33iE59whxxySOe0zMdqo6CzopPpSMdVKjAZr/SMr1bByewwlJYJ05O+QGF/oR4Fc16xXFxXSr89+nqDOqUSTqc1KZkXZXvHY2ovakLN0vskYQmqiyIuiYKUW1yDD5B0kpYhD9ARnMMbgDpEoQ9AYQnhENLwBUm7q/JXfVBmIrnCcqOKxWWhqOQFkhjz8WY7XxZRRi4XOrTLY2TdBJmQixhtmVuK7Zu5X7u80DdG2U/uCTFKsbZd3XtiX6yjWs8syW9CvgSobTghVOmeL/0G+FhV9tpvNXdeV4jnUppuoTxt+XYtyzRl3sBIHhUzWOYZL3vZy9zNbnYz96Mf/cidd955qFJ95zvfwQjwL3nJS8ZKyxSrjYCpftAtD5rspknzy5Ekua/wEB6nfsmzVJnmQh4Fk53ON1eWpmOy5cmZH1s6W3qFl+JBY31FhHU/+3rGHNUEPWAq2a5MK0y+6BOnLsYo8MBZoDOLs7/3cFoUb+IKl5LUJx+pPfoShUwDcev5UYC8jJwfCQj+VDASkLeDmRDXYaQgkaqVSKY86RNBRVVFfTBRee3z7VprLjnX3aw7VCJKPtmCzxzfT00muJIpMHvBww2kxCi+cIlTlFKu2usTkKid0gRL8avCZlnpyXvcTFbN7WYYDwvkY/Xxj38c5yEEEyCoV4yTTjoJydWqESuYbfozn/mM++xnP+t+/OMf49w5Bx54IM46fcwxx9RmrTbMAJM81Mc6Z0JCMVa+/HYpHXMnyzfQEaHohIW/N5KqDG8ci0RlCxWMS12eHdhXJZPtdjhBfKn1S12QmzJGPTR7OmJ3CLrpyVOfptmBAyAQABChERzf7+FmnLVlGCyZ6nrH/Fhd4hALPrRCJFBhG5KpuM0TMB9YUwYQbWy6QK5y91zjmWljrZZYkWMGgfSN409EDcztnhAL4XfFpFgSyEC6BMEisx3PYpDMCajL32YWpC8x7IMMwTBFsNBSXWOB2ss8dp5G2jYrrrrqqqy5bzAYoCP7zIkVOHT92Z/9GYZ4//Wvf+3uete7upve9KZux44d7gc/+IH7yEc+4p797GdjUC2IA3Hve997rEIYMlhN2Tmk3ZuNUlVSgMik2Hh8g8ReNEMmZry6ac9vLjipB2I2g/YtpZGIJBSTKiOCeEfcBtfdaZ/fgUCRukPb0IwWJiqOxyT1CvG3vEmxP6TRgSsUvBMc1YFYQQiGlQqd1/sYRNQ7rvdpdGDos7nZRWT1QKxQlarcYJm/V66/7JWr/p5KECwfpRyVMq6TjpPkYpR4Xwd5H4lxgony2dTWgnSoTbiqz2MeFiZ7Vu2s23pW0CSj6bdT+t4Xky6r9PRvMetEzr81vi4J6fJ/kphaubJO0DZZ8pclXYaxsUDO6zcjM+DNb37zsG3Pnj3u9NNPd/e///1nT6xuc5vbuPvc5z7ur/7qr3Do4ZYtW2rHgIIFdknwoH/lK1+JRMswz9DmkY7qSZf0ZJr8JVGYxMO02AE0ZCOVKmlqkiRKnySPW0Vwv+KnSxEO4NoZOsxXm/OS5mNyjr6qo8+dKvsXRZ6YjASfKklO4kn+E0avjSj6OqpW7MDlXG9AXVoI2gmEyitIScwpfVvw+eQnFYmVc/1lIlArTLKAYDGx8p9Y9qEmVdyg8n6jlg1hGYQCxSqREqVq67nrEBSmErhspQSJqOTSXg2EOipFi4l+UI3E/ronfsa6KEx7tQzFhM6cvixDUNB0Z9vV9lioIychy7EaWMWkDeuHhz70oTg34YMe9KAgKN3gBjdwhx12mDv//PNnT6w++clPutvd7naNxxx++OE4WeIf/MEfuJ/85CdjFcKwVsg7tzcqQ+MykaAaKeLW4ujayUleK1WxAmn64ZjMeTWHVzc5QkwAIlKhQ2Xy400pSLEwVACQExFtKfQ73Z/SSWeWazMmHFwKUiDYHwmJFjl843dy9sZPmQYXkQYb9Ad9JEr4SUE7+8tezeKAnhhuAT7Rab0K0djLxMqrU2zmGwCJgrIhsaL1ZVCpiEwxsSLFTZKpZAqhkZzSh6xqFNw8Tm5d8rHKkIhx1SYxeXQgoq4+32E0tc6wlw7EW98nXC9BapLfkdwv1SRJiHRWBRVLm/iK5kJd1tKLkcxE2a8z5SmaLWcG1UabGGHAyozSmme88Y1vdLt27cJ1cHF6+9vf7m55y1si0VpaGs8dvdPRbaRKAtQsKIxh/pE3/03BNGrpZQiN/Aw8KJNn2wOWd/fSL9lgodlzJ6hn0S9K+akIwsV+Kt6PG6Yp4Q4gSFbl7DJtkFSXyVxuf80kJf2SiJyMNFmJx3JiaLoRozk9qfLkqrdMJAuipHOEdDAFAtnCSOeZiZiDjxVPVeOJVCRZpFCtjGifJ1YOpndhQiUVNp4iiEebAqmi6YNko/j+niKwB7Ump8Sk7Vdb5+PaOlVFqALZYlIrlczcudNKIomyKUiSVFFhIAKFhYjnKAW1FHyU98kscQSrImjyOEonchJJ3rrWK6dyjevdPiMsgr9VmcdOltYcA5zWYQHsu+++7rnPfe7EaU00KvD666933/zmN9FzHhzaJR7zmMdMXBjDGvhXpRkVeFVvNuk1KFXtClWOwOQUr6hSha8h32nq0hFy1FmVdlZMqMLbO0W29syCAn82FM9bYqomQ1L5dJFvTZ0CMsVhCuD3C9vBf0kSKy0i9EGx8gQL5z2E9aW+c+hX1Uf/KtjmI7Szb5bsUNOysTmPFSqcHzAQqxESKiwjfHI5c2ZLMakyz9nYA5d6GYSTfcaEmS5EPG9sP74O1fidRDC7xu8+FEQk39EsqyeDnGGHFkiLMu/VFClxfGK6o++Za5jPThG1GvP3BQrkKvxGuzqxy99M2zmizqvVqS8CuTKsPrECW+PTnvY0DKKlAQ+w4ZDmozDMqcN68YDJiYg0wfE8gCXTX81M2MUcp8qWpC+c5GsLnytNiB1RelOXJh58ZlNHAiQAzE3o7Ekj62DsnHTo5U6LHfu5C2orlyarpW2hjJFY+bhUVL6cSrUy9J9DIDJEZkBWQ9OhfGli81rfq1cQIX1pgARmgAqWj7lQAdnCCO30qevHoRF0efDTl4E/8eShIFahKPHe8iQPykSTYPfJyQvWB6RgoapFKpYUZLSaJq5rUt4W9SrskGQsXId4v6TqoSKxUtXKmAh9GSTxGqMzr91fqWN5q9tYLr+G35McqRk4HW+TdUpMdxOa17SZEZOhX5ZMygjQZFgg5/V1JVYnnniie+ITn4ij/2584xvPtDCG1UKmN9adyrTqjrL0ZdUlSaIC6Wkqby4DqVQVQivIMvSmqJsgQzyyL5o3+EWbRjqJYJusREHnySPU2CQUwhikXLS5GAkPJXZA9fL9rTS7cHnpMGniC2Yo6tiH0czGSyBZSMZoCJ8UN5BUEUlZGXiSNfDExitanuAkkwrnLDfBz2vkHKpXgtxx/rxfmSdD4CxSnaJPDXzvuwrqAZ9YVFINkfj2/JQySO79Ob5PV51zQoxyBKdws1Rd/K2EKTAZ2ahVqzq5iul3JAiaTCTqlXhxoCj34V7SlW3tEPOqFCu0QZnSvlQ5c2DY3qmCqgyxXiFCe6LWTUDcDIa1IFZXXHGFO/nkk41UbRRkHNCTiV6DDW2CdGvcKZOOIDz1SMnZhJtHCiZKlSZWiqnklLNx6xp7hXq5QzBENq9Q5G9BfHBCYbR5UciFRg9OWQe5WRIUYWYJx9XT7NUIjBxVR2QGSMsKxEyAbUNBbPw2ICjoFMZmLFkeUq/wuiKZ6vvri9sU2a21pyATTOzAX4w+EzJFxwfli/LwPl84O7TPH8qL6hWRBPwcuKoCEycpViEOFxUhrBbaT6mTfrs213XsqBOCRaSDFLtg4JVETn5Ku+Akik7T6FKx7u9yKel1qVcu7XqohkS54p+T3I/ZirzHJkD132V9gudVcjrfzGqY5PqzSGtBMDaxesITnuD+/d//3RzUZ42uo+I0mn7QNVNcjWJlOvH2YtTPI/OfzFN1rnF6DD6/44g8TZQSpcopwqYIV04164JC3xI6HjlsnEgVO6ajxQmIQRitxsWiYIttGWfFOqn0cVv4EAJNKQZlRJKr8Em+VWiSi4oVBKeqUDEi5Yi2e1UoH7sIlSpWscJnZsCC06QhnesiEKsCEfAmSB/avaLZuMK1x9AQ0CYxxhWoU+FK0RQ67LfW1HaJwsRl5sujy9a1s0hUL9UGTiiL0kRIGURfrQl7pqAg8X0kXgSUWVCXNUmjiUQl56t0a0qVmHCa9vvkxQtMV27X4T2l1nRtDu3jPmdDmpuQOSwQsfrxj3/c6TiIgDBzYvW2t70NTYEQff1Od7pTLabVC1/4wnGTNIylouTsKqXjCgpSklSGWY0p6tTMf0XTHKc/jj9XwbQnTEG1wpTq1Rltb+2CVInOANcoblLgeHxob9InDJmtAiEl9Yt8tIr3DnfY3ElLUsVKiSQ2wSSIjCQlWZLw4EhE5dzOc9wB0J+pSSXMECtR5lzafK0rjPfAU+rQEx8c5LGsQOhkfZCtINPFo3Eqnngtij852W5JebWCNMb104RUEqvwvWFStRLZDObRri9lKhxCRh0Kd7MSaWOe9fplClZWhyTZ8hdG7BITNnf5vXa5FjXlKr6YNJ+q8+9wzTcruVoQ3OIWt2gM1cEuH3rA3kyI1d/+7d9iXCuYoBCUK2negXUjVmOi1XFZ7p+cBLWOwuuNlx6flJAqHvpeMgPltnd13Jbmv7CpichN4LSuOvlCjVPzAqtTYRg/v42zCYsd1WU+4U836HpQdHlOOzkuUycmVCmZEvu6dAasWhHxqrSZrlz4TB/V4e2f25p8trwiRoQJHNQLNyrGE0M/Kuqo/Ql+pGBQOKlcaaEyIRJS093E1y5TxpoZsTbqUUSXT4pZIFgTKd71qPUImu9xfBTSQ39DLqomWoKQ8KjZ3HElZPzjWhWp3Lm1QhWOXTTitECK1de//vWZpTU2sYKo6n/0R3/kXv7yl489f45hev+ozEFjpNd03hRKVY4oJcKYIj1ji0lMqjLHZ0lcSz7T/MBF0M/kYVvrALl4rGqJjdrE1AZqt0Ck6DtP5RGPyXW6qUKSKDFJ+nrxRAYDmpLEEwUGpQI01mPMoe5BhYx19b5b0b8qOK8nRD4kkCaH/EQE5wztlTHpJQRKmOn09e1IDGM+GcVOp5MQAVHeaXsjfc8nqgrJUopo+lkDJJngP4V7LNRB7eeqswkyEB+Rn2yDroRI103nlVQ4rWr+5K6ZhUzGPNewEXDnO995/YgVzJ3zv/7X/zJS1fbWNJM0x/3xT5D2OIpOUfkqk7JoyskoL43la95WD6/g8g7tufNzJoouSEwmWrmK/K+YtlYpmsw7usxJGItUvapFH8/lq5US2dECQkgCIjY9mF65Sk19Ie6VDwTJ8/55vzP1ajuJ4oAkyjvCB/I4GARChes4CnEpOq9zmAU2FyadLREjtGQ2E4OaiqSUvVqdGq5TnfgX6h6UKVVmOVpQlmVclO75pul9aH+gD7iPlShOSJVX5hEIUzg5eSHCa1Frh7o/VnBoH4tkiTSUyTEbgmFsKAf57CFjKlsFlXlusEDhFj7zmc807n/gAx+4esTq+OOPd3//93/vXvGKV4x76uZERvbu/OMdg9BMDK1spFJSVtbpXCytTiX+TaQ01JSqnOyUllcUPLMdBIs43D6mLZ2mdVlKZe/4oM35skjlii+6NsnkFAnZDzEZaVNDBIkKz6YMsayR3l57J4hhEXgiaEyHTJtQv8HAO5RzbCk0BcpQCENSVoTvFefThYQo06YMoxCUKoyHxTGqVMwqJmEUGDSriCY+U5kyyesiyy1McsXJqkvtnCiM+vfW0EkHAiy+TNrJll5O9L0cDqtfo0RslciqTDqv3Hmq2jk/L/7NkkN7l5fLrHkxUeh8bv45WJ+tYCIkyl9uf4d+YC2e/1Nikaa0echDHoL3Um2qJrrOXXyrJiZWEAD0zDPPdJ/4xCdQOtPO629605vcwqCk3nR1dFwD1EhV09v1WMUSionezp1ijeAUzHmtecS36JBnokiVyJTuPHLmgAmVKyYfehqPxNxHJh0+R37yemJmKjhHi7qG6ykIJfsOJSoWp5cxzYYNUG4gJGj66Uf/sD4Tp34YMVhh4M3op4V+SKNBXdnJOWA3ESsmUdrxnYkSBR6NoRzkJ0VbzyqX6nolTarL67dFlUgpe1KNK12f5F4TRFfVtyqZCJNOOuODNQ4KLyRhgzQF5mJVCbLlha4SSyrl0VIwrWaJ31OdqHVpA/G7C79/wQql4laY93A8iN9XlzJld/cmJ22GVcH//M//JN+Xl5fdf/7nf6KIdPrpp4+V1tjECjI68sgjcf1b3/qWW0i0vUk1ycGdzWBTEq+cD47YFzufMRQqmQD7t8i0yTycNdNlTXMdMmZSle2QuR4FsyB9hBFrXqOZ/LmaOMfGRGLqYgSZ9qXRSkhtmyZcaf2Tuqs28G3DhCRtg2Ry4hwBZaWI/Wra1JxArETMLvZhQrJVJ5CJosD3ZWg4dY+IMlYiLlYgT6Humd+S/N3ViFFGhZLBU0M9FJnSBGfMa6PrlBLjwo04rk9XCdo0yve/bH8YaSliaQU+IAPdS94VmWFL5uoeanJoJ3Lvv1Q1h/YO1fQ1S9pJ+XUlm30lp+YuTc/5pv1dHrhtaa8VxK0xk7TmGDt37qxtgwmYQUh68Ytf7P7jP/5j9YjVpz/9aTfvgFmp//RP/9Rdfvnl7i53uYt761vf6u51r3vNMIfVUptmSaoKb6vJAW0JdM+PTyib/zSR6piHVqpq5ZTqlaxfKXHq0GTnOO0PXr9hY4ehCEYgIVrZ8cfKUXbJeS7fedfIK+/jWALCnIbmPoqxlURpF+fiMeGaqMbRBJEFAE0OwzGy/vW6xM6+QJTCMcpBPdceor2Somv1j9o/RqLXUd352vC20nVR7SPqkqq08jdA6gm+dyilSrZDkseESF6aCnkEkhTDgtRVnrRAgQN2mv5GJCDtiVnH9lw5C/d+Ni9FpjRBLO5Tz4GJMMHDYwOY/wwpbnSjG7nvfOc7btUnYS4F1wIyA3Gu1hPg/wWR4d/5zne6o446yp111lnu2GOPdd/73vfcQQcdtLaFGfdHNKMfXWr+a8qucFBODcgnID6lT5XuLDM+Vh3zyIdUoAT4ezJ9Sq/+ph7MCz5IJJZVmkOmebpm/agKqodYQoetCFZIp+ktOFFwmECJNpIO3eCThJ06aBW0XbaTmMTYr+cITqnuzMNKxENsS1SeTJ3Ep+yXy/kKdZCm6OE2RSUEHetVWIkQBFUSK3FNIG3wJdNqi4w6n5Q7vYflNeH5FOvEnwgWm71Chab47Sfnivsjs19MXuOfE5UIrwAx2HT9uruVNIRdkBe/cI/IPLFcHdpE/UbyyhWlF6odydVsHNo7wMjUhsA3vvGN5DvcRz//+c/dn/zJn7i73vWuq0usHvzgB2c7ZCgALOtNrMDH69nPfrZ7xjOegd+BYP3Lv/yLe8973oMhIjbkj0SaTzoer04u7JPbuxykjk/UqFwZYsdfMpt0IoElUtXPbw8+R0n9hVIgRYPSA7yrGVd3EiWfI3J8rGodujhOqixhVXceeZOY79TZgXvkeuSb5AZyxB+RBCJQSKRgAmUgVTgdTNxeBf+lSCBqhEf3m13NqCXoXUEpo91scqTo5PDdT9NDhIiCn+I0NuL6JvMhymjyQbHi6yEVq5i5DFqamqTpT0L0ua3EfIZ8zUJk0tzLRgORYLNYbntuXRZQv2CImx9IRSBXWJZMACsuI00unrtMGlUbmZIvWLVXG0HK2sxgus6UR5i7U9Y5KGRpbl1fQjmDbJHEi9vM0aUdVhF4+WeUfc/NN+52t7tlndePPvpod+65564usdLMDZzZf/jDH7of/OAHY2c+a0AoiK9+9avulFNOCdsgLMQxxxzjLr744uw5u3fvxoWxa9cuN29Qz6HJT86qRJqAjJl46YGedDSRHNWOHodUyTylGibKH0xIfK5MJzxs2ZQ1vWBVJ1WyEymoVDrquVC5EtNT5oFaUyLkQAFwOqc28X04txvFpIIySJsOK1ZIsPy6J1m0D7cRUaDJpCPRWt3R03HevKiKcXgHIFM+ECgUnRQoDgIK57LKEriRiCovSVUyN2EkuU1m2aT9qRn9fa1JPo2uJNKLIxlDIiqBEJ5/yt4nnCt+73pn8jvoCXKVmU5Jmo3DtvYfi/8JEnmrcj8yeQ+r7QkBG5NcJXkJHzY5BZU2/43T3lnHd27XVVS+1plcLQouvfTS5DtwB7Bybd26dey0xiZWb37zm7Pb3/Wud6Fa9ZSnPMWtF371q18h0dMTRMP37373u9lzzjjjDAx4uq5KVYNJbrw3qtrJ2Txqb91tdcvtFx1F4luSdDApCSpO0tyUZ04VyChVwaTV+hYfESmGMl10MUOUEtQmPo5YLpWrQKy8OlIzC3IZwqq2x5Dal6hVwq+KR/pBxHJIB+I/6YjwTJCYTC313QiIFCxLXsUaLcF3VrC8nzOuE1eT6aSm11jG1gYT/UWcE4+iPoSJiml9SCrVSoXB14FgVSv+s88R1qGtsE1kxPmoVFUrK6l6JSd/lj5kSUfmO+V08nIudCRPfD/6+zwNHeFvL1AFVQfdta0alb6C+TunruXIFZk6AyHidpsBU0hEoobkgkN5m8LZRDAwdAipmfxckOkw8QrNX01oOWhSrjYZAVqgOFaHHXZYdvv111+PLkYQamrNfawe+tCHuhNPPNFtNIC6BT5ZUrE69NBD16Ek9TfhyZUqoeLUvo6rUOly5chRSaWSb/SF89s6DJlJjbBl/K20QperS3jAZpx1xyJVrDQUHqY1P6rU9McdWvaY8PBOzYMxX6HOAYGiz9iJwwEQikGaoqQvUtrOfgSeJ1meYDk3WnJBtQKShVVlosXPWzQdprdVzWRYbD4iiIJMJcRKLzBP4KiH3ARCaGG24BfEFQ5zKoqqJYRWLEOhWhGxStpbX1OcHkd4bmv1FY4PLxswWIDKwj5tpBaGkA6tJtExfvjS2V+fXyNX+kuMvO7vZk34+DdSj9DeuXhYd3mekOZCeyq1SUJei1byoomTUK5CfjnlqWtlWMnTCpVoT8OGBFi8PvjBD7of/ehHuM64+uqr3Z/92Z/hdsBpp522dsTqU5/6FPpfrbf3/mAwcFdccUWyHb4ffPDB2XO2bduGy7xhcqVKP1jlw1WFVhhD3UnTj2n77qWuTiUKCtclY8bqlI88XjiqS5UgNRU2EEBtLkjjp0ezSLeGiL4x2nQUzH/CFJVTtNSSKCWSALHJUCLsg+4QOnNymqZ0gIgEogXHcccPvkgDMW0JCSxsBqyWPLkabfGEypMsIlMDWnCdfbKEAiaJVdPlrTImPzb1BXMffPY8qQIiteJcfxhvN18XT7SwLFB/8ncJhEqoVjihNCpXQ0+qVuBTmAKbOkVtFiMHca92cguTWgYEkCvJxF2StWB2KzVQt99iGmk/40tZ+22o/Vxldq2iqvRKDu1czS7KjFKcWA3Da4BfhEk6pE1mydyV0OSqlGdCCDPK1Sywlo7vIc8uwzFXAbMRLjcE53zqU5/qzj//fHfEEUcgj2CsrKzgc+WjH/0o3kerQqwe//jH17YBcfnSl76ExEru/9CHPuTWEmALvfvd7+4uvPBCd9xxx4VoqfD9BS94gZs/5EwL05Cq8nm1OFDpztJJxW3RLJI3+wVSFUhYxkzXWEeZfp2sJfkFsiXS7EQU+Y02dhSBbDSc02li3FJ+mkAFsqWKJfyueGONdCXwpAqDOdIoOOmIiV3WgPx+5ITMQadgEx+Z/ZBAEakCkoXqFcUEJRULvgcVS6pXXixrRU8TKjL5IT8hQtVfAQd1vtQ9NyKVsU8+Vmz2S9qF2036VA2HpFQRqRrSNiJevm0z/jNa/OR7UtwvNRN3iAkmRp+2mUEKv5NEiaqdk0lD/mbkAcXfuFBgQlwpKDd94cmvsXkiYaEjS5Upki9/jxZO08VqIlO5RAL5KJn8hNKkruMkyEZyl+4EmwELRKz+7d/+zX32s5/FEE0Sv/zlL9Gd6Gtf+1rntMYmVvvtt192221ucxs3DwCzHthC73GPe2DsKgi3cM0114RRgnOFzENzQrW94WT9GsurQuHJHVo7rpBhQqg4Eb/EzqhkpmtIOyFtqsMJI/8U4dLlLT3k+BAp6XNH0Nr26RyB4X2cz830zek2zaByb73aCV6SL/FdnVOhYoOGsqjHwQg5ttsR6WDS5UMSpGX1/ScpUTxsn4kWfpLfFS/B90oQq2AmbFGAWJ0KTunRlyo2a2xA7Ov5mgmFLDalCsGQU60yzus1Z/Xk2rE6yiqUvEFazFbJMQ0kJKzGdk+2dYEmVdmXmF5Z3UleytilXStrSu3tUKXE7Jms87GSFMt8ZFalNsgouKJ4NeIUrqe+blOaBfWPaN4ZhCGLK6+80h1yyCG17bmRgjMnVuecc46bZ8AE0cAwTz31VAwQCqMYQd7TDu2dMRXTWUM0qEvxe4F48HrLzZPcXHL6kRr5aQiW2IVY5ToFSiMJZElRuWUeqTCg5QZ4jouHPJtwuEOW+Ta9cYo34/gMF3lJktf25krEpaZayTZKlKrwp542j/qrYIQc92PDoKqAQoNJDn1ohV4fCIYnHeB7Bf5KcZ46aSJMSRWrV4FYwXc8Fhzmeb1gEuQ+M4RMIGIFeQ/Yl4r8kIlwYW2wbhmLCE1YjE7toS5k8gNFChSq3GcIt1AiVS2/+TEftJkEsgpvEipkLCW5TKayqhdnIavOjvVCVYWRlmUCRSSi6RbPvNzgWcL86PeHP+I4IprF66NurJqjujyczIGSTEoCVijDXGEdzIGLNFfgOeec4/bdd9+scDQu7+lErCZhbOsJMPvNzvS3WvUuPByL+bWVI0eims5VD+/WfqSBEIVtgvQkHYY4sEaucmWSx+p0dGckSFfRvBg3sgGnNS5YbnfyYhr9Z/D9nh96yoHav9Q2XdOS+UmpAmFb7i1ZlpFsaeAbA0PnRjRlCSs00hRIhCoGzIwEi0lNbdHFD9fIE59klCCvZ5qVXZaYfPXU3HnwDV3E6EviiyXXkZRVzoFPliRVMhgoEqjSCMBudqle7v6Ola/fL8EMXjDLZX4j5Tkf9f1YenYoUhb83cq//xBuIausUagIeVrieC+vWZM6qcqGt4vw8fMbGurXxZdJXAMuoyRSNeUqk1dx1ulcZVRxa5sbfqOGucTTnva0YBIEs98+++yDZsH73ve+Yd9MidUd7nAHVIDAf6oppsP3v/99DNB5+OGHzyYY52ZGRk0qk9cOjt7FbHod8q4f01yWQvmyKpV80Dc40+bSTjod0UmJaOF8XAy3UEia30b5LV520pR1rSy1NLTZIr4hV25Ec+UpWSWsp8fjt5wPCpcvU/6YbEtHg2rDyBOkHn0OSaGCvEewDZSbnnNDkIlgm1R8fMwoVLBgvfJKljeZ8brKUhIp/gRmpIvmmaafnpD9mDl2Zq71RQR1qUxhiAUgU7wguWKlauR6K1KlkiMAhU9VRz+YNEaVL2inkCVhe65yaXo6ZEYtzTFNgmi41C9XhZcF/1sg018mvUB+RwXekOMQWZ4kFOLwG1D145eT5PRy3Wt+WDm/rHEGozQ2c15VrodgUCRvIyP3QjVNWnMMcBn67d/+bYx5CYPdfvazn6GCBW5FH/jAB7JuUFMRK5hr72Uve5l7/vOf7x72sIdhRje96U3d9u3bcUZomEfnc5/7nPv2t7+NStHznve8aepnkJiEUNVUpYyfEqedvHSX3oT1m7NUj9LF9yMZv6uksyg8wHKEL9vpEKnCaVrouC7ESis9/Bzu4lqFaYi386CaUCL9vu8vQCWqhKkSSExCDNNApSFn3k4E0CtgVepnJPyGkCiEcmWeWKQIAImqwHdJjgqE4XVMDoCAwKZlXw6MBjUg8oTEiDoNJF/+Kx5DHJLjWfWTmEGivTLig1SdeMQfkrchfYfiYXyq6LzeX4YFyBSNDoRYVvB9GUjUyPWWh/5zZeh6weQXzYF+BCCNCGwjVXg/9aPiJMzeTbGs5PfslDbhuPR7iJpPwVizqlWHGzRVgDLqcO5aYFk4dpe8Nnyf0gTJJOaw9a/up5RhV1kxi8JS0EjZeFamntosnX0RiSd4U1+veWRiIGPlNBsR3m7mnCXMCgtErF75yle6q666CoOdQzzMO9/5zu4Xv/iF+73f+z33kpe8BGN1zpRYQYyqr3zlK0ieIFDW+9//fpwb8LrrrsMQB0ceeSRKZRAc9AY3uME0dVsQdCVLuadhx/NyD3/9XUrzuQebLEY9QWXS4D5DP2yV2SObVI7QaaVKK2LCxFZTtgqtwlJ/Zrh7p988Z6c7Cu4euKyayLJ5kKUcGRFamcDqHVbszBIvlZBGkwlGOG73RsGRHQhG9EMC4tdzFRCY/sj1gawOK29JhACc6O8E4RcoZ1CK4Dus84hkdjYX8Y48yRSbueSy8w5BQGNIBRwJCJ9MskSYBdwOhIqWoFbhMsIl+FYJhQrq6531OyhV4QWhToaQLJV+WzV1qX7v1yYol+cm90v8HpSnrpC/MUUCc7+N8Juo3XdMPlKVyX+T53BC9Ee/NEgFKpmMObI0z2/EPr2ejOTLoKYiZXwbtXpVI3BdkGWKhk2CD37wgzj1HQQKhdlkAFu2bEFrHcw3vGrO6/e73/1wWRhMohZNkGbxLXjstOlP4BuFNDSp0g/jLmXXHYRON2fW0G/hel1sy/qbCGUqTMXCx+sJhDXkoDoOTBk2qoduqVycVBh9JqJ7o9c2dOB9jBHlTVhCyQNFi1//8Fh2DCZCqN+2uTzS6ZfJAXVG0ck444TN4QCwjKRagWqDvIc6SMzSEy3vP78UpsrrLXnv896wj/Gs0Mq55EnQaKly/QFwGBmagR3ZKd4VBw1Vo9y0f1RUrIRKhQqVN0cOdhOZW3ZusGeEJGuwGz5Hrg/fd694pWrPCqpSveUV55ZXvAmQP5lolfyqxH2GoypJsYoKrBgkwWCSlSSTI0haaQWmSt75cE/wfUz5Ze/l3H1RQ4ZEJUXMq4fyN8FzMbKbHh7O6hIrV3DvoK+eT5PPSdqyqwqUtCdP+CzDO8Ry1l9AdF1EaBH+LcHXML1RpRzZQ8LjK1eaRFJdfDLKBjqJKjZHWCTn9V/+8pfZ6AY7d+5Mpr3rgpkFCDWM8yBpI01dj9OntBC0EqmT52fLoYuUI0x5VanW0bSUKYxg0h2LfItXHU8+UKiGeDDTw44H0OeKkpgnwjl+T3BUp1lpsC/AT7KTFTtYRZ4SxTBf4tpLMvc7OGwuE8RRSluefcWOiZSrEM8JOoMVGkHIRCL0pd4Z3atLuFVMM+NjW2EbcvBQ4C3kNxVGBQrhRjUsOZ2nkdXRQjkUpj8gVnvIn2q5Eutk+qNPVKnApElLQqb0FELc7omZyC+4SsQ9b8qLV6vouxh+R2JhtUqQp3gfS9IVI+BL5SlRrRqCtof7OfxWMy8+tTssJpwM6cB8RYiJQHzSkAl64oJcqRKTI24KP6ZIaPl+C/u5HErtCuVWyBI6kU9ynFfq2CI4vgClf5Tl7AwbB+BX9dOf/hR9xCXOPvtsd8973nOstIxYrRXCA7z1wAnVqoZztKkibE6eugVeldkoCZPslGReJXIhylQfgFMys3CHR4SCtiVv5fJ7qQ3EC2ogJeI1ShOtWrn4Ge/kGz37o/Cku/C1H32thGyDb8oUZ8onyywp31v6+FPRdCHnFPQv9f51kkMkBEVMPt3Z1wr9siDcApj3+iJWFAUUDZ0lzLvn0DToVSU4z6tX/ZUechgI3tnvV2409CbC/lLlA4finIN1YpU1BcqgoGj28/5TwfRHvlVAptj0BwoVmgL3DF0f1SlSqsAMCEoVEiv6FEFBQ+yqkiKZ+AZGNSkcQ75p3ZTdlvs/KFRagRU+VkywcqQo80JQvF/Z8VxszpIMJkt8K9LLQohzFkx32mIYt8u2Db+vpJ1TEhfaSflBxf2iwMmpOVKVnhpCK9SOi21o6IgFmivwAQ94gPv4xz/ujj766DBH4K1vfWuMbwUjBceBEasSupCb3DFjSspTTV1DaegEGk2A9FlTqpLPJPFWpSo1gehPFWuKkMTr0WXM5RU6G16PZAvTa3Nex4PERzAz0Fu6eMDXriCXgUbF+cPgjdeHLvBDx/sibADxLOY42Emx0y73WvCdTYEq+KfMVzyMguM6lTV8hy8UaqAq3IdoEkRyAWVccVU1oHJDHcD3yvspVUsD73816Lv+aMn1lgc4KXNvuY9xrPp7+l6hgmlvtsR5BH1EdjHdTRIoNL0GvRKx4gmVg9N6hWY/3Abf94BjOpgAvTKFI/+WV7xv1Z7lqFStrFB0dXZYT6ctSu81CqpK905vkJoC/TXtZ8hY5iZJ7ls6l0laYgJkIuUXvHcHdRN34hOVU3PkfRF2t6hWGQQhj+5v5DF0m/JtGV8ihHJVSJgVNl+uDImS7Z+2YHr/Js+kTKy5mGHNrBfMgqzscppJ9mqSZpl3F/DLWqNMJdXGanX6kdWEek+bOq05xhlnnBGmw9t///3dH/zBH7hb3vKW7glPeAJ+XxViBUMPYSSgQaNFom47c2oSX3pwhier2pwjVUq5asonFJoJhiAe/EWqWb0xIkr3Gs5NlLL0WG9pECpWsQbK/4E+av5N2bKJNuDnPk20iyYUVq6QRAmSh+ZB6ixJ1ApmxsR5vWBXSXobsUmaEbFDZj8ZeXjd5wqVLSBh4MyO5w7jqD/qXP0IQBoSj0oXJD5w1aAfnM0xfMOoj4QKiRGQLQgQGqKxy+j4ovCJ43qVOq0TmZLO6UGlAlWKiJVXpyikApgCMXQEkSoRWgGDnwaVL3dBeR7L/FJ3Ns/81iS/CPdtyRRM96vYFoiUMA1GJTZHrHT+aoJjfe+2/CbwECJMoSoy/EWiTnEbKKfyUMCoroamCfc4J8wESA0g4ZeFxAwv0kuc5QsXQTq558qlG0aVt5ZkK3QblLIrlUEfo0+ZcyayyXCzm90MF8ABBxyARGtSdCZWEMvq7W9/u3vyk588cWabBtHupXc0EKXe5ObCJgbWwINKJsBkf41YyX1qY21TuVOS6lgw+8ltpfrp47ijQdFAdjxpuq3O6/wmzQ+rJMRCr9m/icsizR0YI4pNcd5fA6YD9s7ifkhciFwdHH/VlDIsAeRGKuXeoGXYBTL+cUHRQR1WUUEDUqErxKqNV4CQLNGEzRCJHdUqUFCAPAFBgc89oFYNXG8wcL0tA9xWbfUEC5bRFq+2oHqFxIqmu4HrAQ78iWIlOlChWvkYVKxY0Qg/JFZ+lB+TKW/u88QJidWISBSY/tDHihzVebJldPT3cwH6po/+VQlhcnFwQTABYlR6NgVqJVQqEMgc1G9DqFWsfAWzn1SufFvzfiZY4bOD0uTv4ab7vfRbVsfJeGLidxHWiw7tctYCkYBMW2z3qwUSyP6JMhRCKIQwQ3LFsvGqxPXgc3Pg+77IWxravoXsJA70XdPM7ojq23pikZzX/+iP/qhxf5fJl8cmVq973evcc5/7XPfhD38YnbmA0S02mhjNDNMsvSmPkwZuVopP7g2pmEamYwlvtJJEZchB8KVKyVI+b5FPQpwUyZIKGJkGoxrQ1jqxV2z8nWuzJT80meNAICcyI7JfCig1+Mk+OzQpsu+fpYIlnXUlgdLtoRqIOxdKJ/pZUc1YucI5A6WVIqdc+ejsOM0NhSFAMjGC0Yt+2pveEkUtH3hTIRIBUIHANIjrRKzg2BUiVjgqkMohVSthh/WKVSRUHOATiBUSJ1StIpnyxIrUKY5JReoUO6kjwUrmAATCIOwYycuQWNhRXTiS16OsSzKgLouM1SV+B7VwDclLQuqoHj4luWohQ+Pcw7XfhBJQ/MTIfD/T1EFBeWUClXFol+oTX+JQ7rqpMMxQIF4IUiWMiC/XK4Tnlz+MTNC5ZLeuXPhDx2YIT5JIwyO8poYVGrSIafoGw2rjox/9aPJ9eXnZ/ehHP8J7FkyCq0KsIDjoIx/5SPesZz3L3f72t3d/9Vd/5R796EePV3LD+Oj0gOVDG46lfaHTyHXeXbiiIDn1t89cRyLSlm/hujOqrZN/BG/ntILvjiJYMlhoA/xceg1v+nIKFkVqk0cn+VDxS3J45qJY5UMrxOHrPlaUF6iIfenI05hVyQejVolgv0F1iusMTulAknAXkCHV9XIIBvHHjzCEY/txZCAcB3UA0oPKCo2wg3VQsJa8etVbAfWqFxQsuAagXDE58H5WaecenNeBTKFfl1+QaLFKhZHTiSCxDxWqUstepRKkKpj9REiFQKhqqoZ8ARD3KStIufhV+mWheG0UEVMjACVxir5W0TdQkqqgvuZ+k9JfiH/TmdumaHbn+gjOKae1YbM2qlgoTGUmY06UIU2gFFFK1CVp+hYFl8Qo+f3KKWZkLDg92EONPEw4Ej0jksYRyjNXqTMvksRQ1XPenYgmgbhPZpLWHAOmsdG49tpr3fHHH+8e+9jHrp7z+hFHHOE+9alPube97W04vc3tbnc7t7S01Fq4RSU6zcm0SisTvuHUnCPaj6uZHRqIF7/VZ8x99UW+xct8VAeXZMMPQiYLKi3pi8IdkDCdtPqTCAtGU9MkhLBwTGRT8PgmnyXYFyZ6poTQyV21A0dlZw2g6aW3Q0DLAORt1B76XTqYFOPT0k/CTPMK8og4dLSH6W6GkXSAsgXEbWnJkyggVktLqFyBc7snVqBkZQhCYtb0+SfT5+DcfpFY4ag+VNJGwofKk6yoTnk1DUY6chBUb35pDgCaECdQ/cT3vMokLnjrT0rPPCCJVMZ5XbYVEVMmo0VTYOjAecLsclircIp+HoSXGh5RSi8tpCbyAFdWmDA3HoABx5IFW/KMkK4011EeMm+v4LLSJZ4DsoJifsIaIdIEL/hXZcyIxcYxdMYMTYFuA16Kvfbay732ta/FqW6e+tSnrt6oQIi4/qEPfQgjrAOL08Rqc6Pt9XWaZPSGccx/+tQMWZH56s6imI9+02VTiUq7lq46X7/5F8mKIkdBBYsKVRqzijshQYZa2oy9k5oOS/3B1Pbwok0dDnVA3KmyehacwGUny31MUj9fqrpTVyxxEbo9E/VLrGLyBeZGZKRC86EPXuoFCY5T5UcPYjsPfCo9dKQiQsi+M3ASmkcjeUATE9ZdqmZUJlClmFwFYkU+VGTuC75TNMLPDcGPipUqYgAcRiEX+DPXXoIw96b6ideJir+c+d+MfDmQLwHReT3ed1GpTYUYnSHrj9m7Rm7MvWxQWbPBG7gNxOCKaOWTREmsy9F1iaOWVKmE6iRjuiUzEWQmTA6VVfewfLkJFRc7ml5W6okbDFn8+te/xqn7xsFYrAjMfzBnzjHHHIPzAh544IFjZWYoQJopJk4i9/DMvY235KfNBkpd6rWqVHF/OscfJaIVDLEeo63LY4lUJcqV6JTIxKYnna0rV/R2zh1Kq2JVJlbJW7l6Y8fTcMi6D7zJUjr4ZEVHdo410DJcWyhLY6PJxlHY5uvnfa98u/rQCxj3Cp3cgVyBGZAc2snxHafIge1wPcBMiOEDYuTyZAQjj/4iMhUIVfjkYJ/kjM6+U6xkYRR5MPnxqD9ySm+KW8RfeVuvoPaFtgh/RDoZ84/OS6annOE9gaJtoPLxJ7aTi5+sWsn7XxWHy+jbcox7OVNRnOKIOdFIqFRobSbTIOynEbCSzUR3piS0aKYxBQMS4UwS5YorWbxvRZtrE2/rubl2ESpXiH3F5e1wblM+WCX2W2tPriEjce+tE/lbIFPgW97yluQ7XL+f//zn7n3vex+6Qa0KsXrEIx7hvvzlL6MZEOYFNKwixuJYIjjnRPnkZCTVceg38WxCKVlKnc5FmtrEkX2zVm/3ycuoHI7OHY8iYQUpIrzh67dcAc4jErR6+ZK3fK4bz4sHf0CtgU8yybFztO+kuCOJb9XYuWEyhXhW8mvYLyeC7nJdOjzVhGnFq1bk1E7z7cGoR69KpSEMoi+XZKEpJ6/lo01G3HnoEAm8jf2nKIJ6MPvhqW1KFXdQHV5gfMVF2dTxgS3LDQUVl+7LNLxCXzitu1rw2+CXpghR9A2MbRvdyPP1bzVn83XmXwYe6ke7er7CgyAi2YotIuYL7GnlS71tJCEWmCgEWSzuk03LpmwezZokyT9Ol6pg4YbkfEvXK3/PeLGsVeaqVzF873juRsICE6t+v+8OOugg9Ct/+ctfvjrECmZ7/uY3v+kOOeSQsTIwjAmt6LQdPo3QVVOnykpV/nzRiejzEzVAK1WSLGWIVikt2TdK1U2TKu2sKpMEEtPGEWvqmdhHNpHwdstDtylT9rHh80N8q0Z1TxgoEz+o2ErJOhMO/mxCTW3pAsF60BmenNsp4nsoXzC/ZdJXHCvZrPrU9EgZBJWd/8U27Zzeqf4cr6qpyjVqWOMH/rgGfx6VZyRXynmd7y0Rt0qSKvZNSyPWK1IvCls0bKt7N9dSng/EezeM3ONMqA58C4drzfeVuJCxqdREynxM4niuTYEZaY7JVbjN1RWSjurJ/aRuLmkV5MS0yVFkOZk4RORwzsmDoQyeeHkW6EysLrjgArfQmIrBrAYyStWkJkVNgDJp+M2pqa/+Ni/8oJIHYPoWn6pA+vxYnoQoBcLCedD23OizzLUKalXoIEtt0aBa1V6yYY48bwbx4RfoOFaskHSBzxL4E8EWClfAE/jKKWtCmTKEIUeiwohDqfBkiAbPqsx1kudn618nf2xGjnGZ0oXjX+HoQJi8OUQWlyPcCKhIUUgK8q9CwoaTQRNxA18uDvtAZsg0cnxhypJxkVEHNY8a63mQvABEhcoTqDjyMDisC0LlSRebuOuFYFKA9xzfg+zf5jrcy8UmEApuIIIUcoEJFTMTSbIUqZLk2v/+o2O8YEZ55iLN7qV7VBKmsJnTdt1M6x1RjkU1i5eWjYVFimP13e9+1+3atcvd6173wu+j0ch94xvfcDe5yU1wHsFxwD9hQyfMD7kqPivbewT1pq1VJEWISpknBVDqkdykJQD5Fp+oUCXlShO03PGZB3NybCw3dly5/eq4VLmSRDKWO5I9TUjiodrPrOZ3pi+kFqrColSaGqnKkSVtb2u5OQRpDj55TAoCqRIEa5CSKvSrYoI1oJhWIhwDBhWFEYRhO42GY58jIGkhaGbfTyUjfZNqal+LCpWFNDlJc6puS71NmGmbOohwf6sXBREmRJuy03sjc7/pe47zabmXkxeEDvd6aKFcm6p7O6P1pGnV0s0o201tqH4XyaOg9Eyp7Vvl57p+Phk2NF784he7Cy+8MHF/usc97uEOO+ww94EPfGCstBZpSN9cIMrsE547fQGyD9P8Q6KlrBmSEIhDOL8hAUmMxMM0P7lyRq3KHcfzmxXyCiP6GhUbvyqjhtfnvBP+J6RccXR4HA3nZBBPGiVHPkp+yHmGXOWIkergQ7lZicrtA8jgmKV6ZrfR3HkcfRyd0vuut2XJO7PDKGBYgAzBNiBKW5Z8yAUgRluYVJEvkYxHhu1PvkIUvwpHB0Je4EMFhA4CjfLIUzBBYsDKYbTgwIhASAcVQFCw2ATT/Doc5lekZsVyjdgMqy5u8OtJFbs0qneO+Ivfg1b1IBK/mICZw1EExYrvYTYHqqS9aIStoGhyh3u5wQzok/bpYl2DHMtmQb9fzkcY6q23KbNcolxlyE+IrdpUfgkRu6tRuRoH3EZh/kO5K+Y/E4XUMNf4+te/7k4//XRcv/jii92XvvQlDBAKQdEh5ALMGdgVplhtGIxDqvKmnHoSJR+R9K02zKc2aXH1A14QFk2q8vXIvKUSEpLV9bFaVJg6kiqX1iVVrIQqJf1pkm1KccmpVlKFYuIkfJCypCo4eqfHFNskaQNQiNjRngkBkSoaCYgj/pb8NDdIqrbA+pKrtgzcCJZtAzfa6pfh1r4bbeu54ba+G+InLVv7fl9YBjhNDpwP6fh0l4i0UZ6UN5fDTz9DsbRY2UqUrAK08if8uXw8L21OVW0buKpSrQrXOPHTY3O1vP7q/mBn8xqpqt28hetYu6ax2tnmyPxGk9Gw6t6spRP2S8Ik7mtKtzzhujTdy99CvvIcE7+pKZKdMxSTPMkaL0Es70YXtKoZL3MMMAOCszrgk5/8pDv22GPdoYce6o477jj3gx/8YKy0TLHaEOjyA5VvzuptO+xWibSpUYXTwv4uD7ZwXDpZcqcHn5ywWB2fEB9Zn1KBqbOUM5CkiaVv0kkZS+XEt2R+248ED4aRS7LlfVR4tFUvneomegXLAmVIgDIL1kiVIg6cTOlhpjrE0HEwueoRcWEyAyoVK1hMsIAIDZgUgZnPK1UjNgP26yqinyOw8pM4w9Q1EHUdsoNQDnAQkQ0eDQZKFnenfmSiVw9gEmlQGcB/DQ8cKnmnAB9iScU4IiUElRkONREvsN+X+DOlN5G/VTSJjkRKz22ZKFRB1ZNEo1j8zHUUVZbF5s1Nvwk5lpNX+DNzb4d0iFz6UYPStCrSSNZZ7VP5JG2cOS5X15B2iz+VLP+MgFmOk1xorzlnFAbE4Ycf7r74xS/iRMwQq/PEE0/E7VdddRUGCh0HRqzWFaqXz7CnTuY/+cY3cRlaCI9+Iw7njpFv1gSZ9lAxdEI+UdnxJJ2QGkVVLxM9ZGfxjBOdGTv5YkdDzQHmndBZoQM7qROwdZTrgP13nkIkXgNQUdgMkapUGMtJqld4OM2RlzUpit5OtG0wTbNqhfGVhFKFSpFXkWA7mv22ejVptA1MgD2vUhGxGm7lOQNhKkF2yBZNh3Xo0YTLPSRW/SVPsjAQ+YovAzYX+FvBORC/ysVJGTn4qietQHo84Qq+Z3Jya0k0qe5hhJmeGJjimxKXitcGp/NpYDyJSsQEilU0Um3kfIRiNKAkV8UXn873rFSKCgqTBJlRA9eR0RAkaRJps3mQf09xPCu3oSBJtftQmOwC56kmH2EnypEqiCJv+WI5ajiuI8aKd7UJsEjO6y984QsxlNTJJ5/s9uzZE0x/n/3sZ93d7na3sdIyYrXu0K++0ycz/nn5MnRKMjzIWwhWsq/h2CypyznUljo6Ujf0VvHyKl/uc3mGZ7qagLYJ/pD49h2UMWEajP511HGw3w53yLJT0h2LVqoSUhUVq2j4EycnjYFsL99uwj8oMQmSQzk7qqN/FTmhgzO6X/w8gahaoVO6c6OBmIiZc0E+SP48pNJAkZB/AjlzI9eHEYGglkFRIS+cU9Cb/byqBcFXva+av5W82pRevNJVkqs0wk3KaaWbQyo5YnP22Jp6RUSK74fS+TP8/VedfxNSlSoTjaSdZLKhMg29pt7dSUhSz4iiH5ZOq8bchChG0zsHIl2tqsJl2Fh43vOeh5Mtf+c733GPe9zj3P7774/bgWzBfIHjwIiVoYyuDgLhLb3k5yLnPptC4dL+H9lzuj0asx2FTCb0zxROgfP1m5rTpbJiUEdJIEjJgIjWSG7wM03ThxZoKngupIIYJSi3dYYwASKpYkLFzurer8orVoPoUwVK1RL4UIGvVA+JFCpWAyBYEE2cIkr01QTMVc+NVpzrD+kYULXAlIdzP8f7pw8HYDgLVhvIFIiMjX3WKXgoznEo683pZEJXiGr7KPmQR8qo8Fuj319hQQIqIq5LXyphFgymQC6HLJMsxLRgVUynXzQRR3P2RPlrcja26lYvTyS3LYlEua24Pwpl1Xjnriv4xWsa5j0F5rJNVgcPf/jDcZEY1wwIMGJlWB3wG3DjMak81hiVZxpFru3BkHsTV8pVjI7enmXoooMixaSKJrNFtsEdmDD9hQ6aVSxPvrw6QyOXhNnKZxIJAb2PMysQBZJkQ61mCULO0ZonDaZRf0CeSJlidSoqVi4hVt6MRkIVEUec0zdIer7QvSUKVMmhGEZROcNpdbgcSKJUmcXF8+43MnhkxjQkzwj3KqclliYSRQ7/cnLl2F5iBGC4tjLpwqCIwg0VLjWPbpQWzlqF3JxgWlaVS5JH2s5Rb58od4w5Kt80aLrPJklrjvGMZzyjcf8555yD/lZgMoT1JhixMqwSZkiqAB3MceMWIU2/3PH6vEm5GrccnB757rCyhwRLOrELcuWnD4HO2jtoYwcOoQUEWZX8ShQyTgGibbrSzJgQP8knUnKVTCBNQT+R8LAaE2JRRfMf+FahAoWEKzprh6LAZM/oOka+Ot5tCtvBnwcTP6eRytFnjVUgULBkLKikrcUqKVFp555hMrLeojFS37NMeAz2R6v5VpXX01AkIfPkPgsWKbVN+iMlSmsp2OY8YLUsax1dsNYE4TelItLPReEM4+DKK69sPQYU8i7HGbGaU8wkZtVmA3vXdn1otZj6ojuSoCJITHqFd25y0pWuVx0cWcP0NlIJAuAn28lAhYmTM8OoN46zxIkguQrtQM7XYWRgNBP6KUUycX6SBlAqWbozVV5qqpoIjtrvuRFGDo9R8EG98ooWtZN06SLxqE9R55GAwYhAiO/FMZw48ncwS2XUqUQFIjIqrwX5XsV8vfkwOTd89xMg1/JhlSxR7eBYcOyPUdT1hMshwnrSxnlC7omwHOEWzVU5ApW9b8X9SFJonaB1BU/ubMTAsGDO6x/60Idaj9m5c2en4yyOlWF6cIee/HBafkVJp9GWfu5HWdao2/qTZL8OHBk6lpSchA5NjNALpEqUL9t/CvMbv+H60Y8Z3zSONq6jn9OCcZuSjpyilAdVh9IIUcvFos190vSlFMTo16KavHPDFupeuDidSEAywi9p0LqZTpvxkrbg9pFtl24LpCpp55xSFa9XvI4inIIkpKU2SjodfW/F31YkVXFEYy257O+kg8gqzIzN5VtjdHhxMRhWO75Vm5lQwxQrw2ygiEg64Wr2hMQXCMmMNgmy3S0x8YjNwQdKlSOn0DRAkiouGvfNIUYUq4hSGRBlim1QyoR8aigae1DfyOfKa2H0noPOR0SuOMZSOJ46XlC3kojrPsAlq26hiCh7cfHqhZPxq1Lo6VxkuAfZ8XN9JDFNRLXUJKRIqCSusvOOju6ZqWZU+cOoS2zLfkM947WoKXUhDRVsFK+Z3xac+lm9EsQLzZaD3BQ8QrFqgRwwkbQDb9IvL7otFEFN06MyZO7P0NYiTa96yqNyL0+rjfaI+oZVxgL5WH3/+993b3zjGzHaOoRbYMA6RGKH7YBPf/rTrWkZsTJMAcFs2joOSXia/JTCPmkWieawIFBI32ThQiSdzXNp1zqqsO5XYrrkSC0UlzAtSjbtQqcjO7OgElXRv2oUTYLBCCkc3kNoArSfEWnAkXDE8NgcGK6FirguJmGGwJy1ziooKUIlk+pcyI8mkgbyBqQOfKVgShpoawj2CTPS4BQ1RJSFfQrryE0Gx8EgPoxj5UcG+vN8+TBoKO6DfIgsckR0pwOicjT6tB4xfIK8DtKMqGcjkCQojT+VKoeCdOG6i/MbCrOpn3hafM/cFuEmRGIKZlB+wcgdViJUcTsrY/63EH9reD+L30wu7Vq6UhlLvsvj4jVIFeDCcaG+KrJ9tnW0KVunO1eu65sai2QKfPrTn+6Gw6E76qij3ABi+BGuvfZaDBx65JFHdk7LiJVhOjSRJHEQOhPLV+JsCHSRpnZwSvKpclE6VZnUr1g/pGukSisp/K4fySAfj2EUBGS1ElLCRcHOOMZI8n5DqY+Q76ThEIjfJAokGaPwqQodtlYKZYeH22OwTPBjajT5BKLhK+GbUZIrIjpDnxaSKSI+QJCwTBAhgfhJIKpCsfFkCciUJ1hIsiS5koQKgqDyVDOSXCUNrcihrg+vcoBP7fuU2RZnK8iYE/l+KJAoOU1N1sFeFi+5bFU3NZWvSQ2RQXk+Ll5kQnvVT4lNyUqkIlOleyWjctXzkTMC6HOF8tnm06XCZUzeP69Fzz7n7MFQxCWXXIIxrCACu8QvfvEL95d/+ZfuTW96k+sKI1aGbiPlsg9YTWgEgeIHu1aq6LQ0D0leKKo27vN/giIVTEw04gvn7fUO0+wELLmY/NKkVCWdia5hGE1HhyBHKjPCaMISSoNsR+x0yTk7DMUHf55oP8NOERQRiNvE5CjpgFg5yxAlqV5JUyEQlWAyVBM4q0sa7J28HyZKHnrH+d6yV2qQru0G1Yqio1d9JEZwEEwxOEKHdHZqj3kwmfLT2UBUdecGe0a4Ptg9cv2VkevD9+Wh662MfNT1lRX6BNZGZAsTA3+nzHXLOd5rv7VGk2Bd4Yq+U4JcyTwkyar5zQmSFzgz36+0wceeyKKLM7k/Ow68SMyCJR7N+4IPV3rfpOZYQYKyJK2NULTVoe7XODbayqBjva0GpNK3GVASFSdNa45x/fXXu3322Wcmg8mMWM0p2KVm9TNiqUaNtusUcJyP6CRbJW/VdfuBUBc4qjZv18qVFHREuhzqMfG/yvmpyLRkEeRnAYlpMrOPyWFrKtQ/hxMxsBOHZaC6QwRySaaST65bKWCoVq7EZMKgBEklSqadTYdMgXBPwLkrRFJWvP9WH8IjYMwEHyYC3bqYD/Lkw8EUWCUqVR8Cha548x+QKk+mII+Rc8OhLysqVqLMSYP3Mp+04JQ4dD9InyhJjPTLQfCjU+lqVYzTYYUqUb60UqV+TDUiGOdGzNwp3Tu3KKlG+7ieuFgjfW/wyYjfQlSkCn5upXIlx0nfy+JB4usYPXDt0ExG4RbnF6gZ9vBN9Zl5JnPOTDY4Lr30UnfAAQfUtt/oRjdy//3f/z1WWkas5hZ+CP3qh12IJqqgMPF6eM6pOdXEqclDk5UtTE/KPKSwEOOJpEm+yaesDicyFuSKgwJG65gfXo8kBoNFktKF6kgkV0lZCz5VUkXIPhsFCWq8Jlyetudrot7RfHrka5WYefrtHQFfn7SzEwREqGbB4R2JVSQsIXq57tSgswdCxSwf2499gUhJhLn9YPewjwQLVCuMX7Xk/YZ8HCuhWMEqEivysQJCtQyKWOX6u71KhWrVnhVUqHp7lkmlGqWO+pockcN4CNjJn8FE109VJW772nVust3Vla1k1F9iAsyY4fh+xq88MEGE45jknqLq+99Kqlx5d7mMqVwWS97zrE6hukkHBL9CcXxRLRV1zfmHJQRN/PZyLwe54tZeIAq/Da3gaiVs1qrVaqtga5XHAipWf/3Xf+1+//d/323dutUddthhtf0///nP3bnnnuve8573oHN7VxixWlcoUrMKadMznMxXzCDoT+jcc6crtUgkWydF4hyOjCzNa8IJu55WoeyaXHFF5Ftt2BZnj+V6VhlyVyRV8iGf1F9+j/4rjQ+5GoErmDbIhBlUARoQmFpaMhdGKyHhskbyE8qBpFOQsyErVjRVDBKrIX1C3KyMKsSEFmNsQZY0ITJERYfPQd/1cS6/ARIq/oSo7E7EtuK0uJ1RnUKT4CgQq96eIX7vLQ+dW17xBBAVK69ehXuq5nTe8xNGi9AIcVqZgmN5r6kNQwOKtlSEOFwLkVYHvyo8jNUTyssLxlU3RUTnH+5L/q0IBQwGGCBxy7/sZE2BcE1oP+7jiYvFfVF7AdFFr72oiAMbO1dKVJOtAmFrRO6c2jFz2NPPGTa78/qznvUs99CHPtQdcsghYdtoNHIf//jH3bve9S78vO1tb4vzCI4DI1brjsCsmonOJMnqHoHIR2qTyGTWWA41HE+nFR6GuTpJM4VIr5ZP9M3CDoMIle88uGOSKharV7ro0byiTSqpUlV/+637viuimIXwRcGv9D13aGg7r7QlxK5mm4mddfA/S9IQqlpCDqlj5GsGpAW+YwRzIFI0io/IFo/6w32i/KEuSHBix4vl5o4XOmSYkga4GRAsjp7OBDIxMXnTHzvCg0KFZQOlisgU+lSxUsWqWqKG0gAANVF0GKWH4Q8G9RF6NWIl2q1ArBMVMaeS0DUJpEqaecV5dVN1jaWpc+o9kbwvK/Ublr8V+XuLYnTm/pbxseSLQOJbpUiO/O2WCIzyB5SmaV2DJN0aqfIbqy6kU++ch458HspgKOJud7sbjgY87bTTkFy9+93vRhXrmmuucU960pPcF77wBXePe9zDjQsjVvMEZYbrfp44V6oWRZNVZr98Y88c51+qq8I5VGbVGYXnaqKQpcOz81PZ8ElErnBEG3Xe3G+QCcWbBL3fjp8qRkzpkvUfkR1ERrWS9RbF0UJRI0QeOr8aWJCTKkzYF0lTmMyXv4d1Ji6CYOmyUDmAxDCZ8eETKnIIp08kXuDfBCRLmN8gGVKs8BwgP2B2A+ULyMzSwCtGg6gcsWIUfKy4SoGIUf7kGO/LsBKIVfCpQqWKG5CnApLxoii/LUuBXFVLpFjRZ5wImdqqwaQtR6nxtQMC2ulaNt0b/FMCkkDhJ7xSlTOFi2vXAH+/shk8Cnj+nYZNi+LFJFMoDIXB90e4NjHEhVSnagpUoR2yzvbJeakPYOrv14JExepA8LqCld1Zom1C9Y0A/cIxbVpT4E/+5E/cKaec4l70ohe5s846y80CH/3oR93LXvYy97CHPQzjVYFJ8IwzznDPf/7z3bZt2yZO1yKvrzlW401qgrtfvnXWPjWxEGbF2gOz5P8hNso30TRzag+98PZ4TvKwTt6s86OXwgg4kY8eSp6QKlmfpMy5JVdmVf6uHTFWrjC0nwiKDz5J6zgnn1dlgEDgpMfwuaVHS9+NttKC6wNah8+BG23znxWsw7YtS67aMnAOiMmWgauWBkiUcOEI5KJLDv5Y6MTuR+r1wGwHy54V9Inq7YbFr/d3ryRLj4/BT7/gucs08m8oFlSq4v0SJzwGhQqI3ADLDqTKf1IduX5Ux7CO7QLbRPvg4tuw2hLbM7QzR2vX3zPzBDaTKkW2JYkvLa33oWgbcbsnClR4mYg/HiRR0vdO/oZlSI/atvR3VyRH6udd/81LAisfLOo3y8RW7q4lpZUxNwVm+2De6JxqnvAf//Ef7uyzz3Z3vvOdZ5ruTW5yE/fe977XXXbZZRgc9Fa3uhUSrSc+8Yk4dc3KyspE6ZpitcbwFi4ZGGAOEJSonC8GfdLIQXYgr5+PBwlSRME9g+rF+306oUPIvkeTyZBfs9HkE8tH3lT+rZoVLIpIQIPThDNw5oGr3r5zkdPzsYL49OZrlzUdhRFWLQQLPzkMAzlICzNWmE+PJjj25jahXIWQAKo8HKiTzHAcjBNH4cEnhjcY+LAKMFQPlCRIBwiO88FBff8sRhfyHHs8zY5wEo/T65BiFMpCbcCKlBzxxwpZiFklzKA8yg+VqCVv7gNyBaQKCA+QKSScoF55AuT9vGS7qbYRfkbRwZ8+OWDpyNc3bKeisnqaXM/CpY2H8b0vzIItaLoPsW05XfZtxN+E9E8U7Z4EzlL1xTpVqfM6XecQoDV54eG65dSpOjkqv5ColzN1nM+y9DKq/QFXn8qseriGeYN+P502rQlw9dVXu6c85Snur/7qr9zpp5/uVgMHHnigO/nkk3H58pe/jCbBZz7zmahggXM7TGlz17vetXN6Rqy6gh9Ma0yItPVt0hOwc3DKJwpv9IKDesKehLlCmgVxl9iXfaASIeJQAjVHIAXpaB9GO4mYVXAMBKcMWfio39hN0QS+HJAzcSSmTiHxtdJKlSQ/TUWU9cy1XfJdmZGSYzKZaFIl/IKQNCBhgYmOo2mLSVacxFj5+eBOIgpVz40wCCeHO/AR1HFEH5IsH1YBCRaHKYDYCGQeZLOYT9ePJEQzoY4JpUMbiOaI7aI72Dj9TmhcOdJvyZv70OyHqtIgECpUqXA0IqlOQKbwk8I+SP8nBjh3C3IN5BFJpg9W5v3FYBuSFU+25IAD/5sqxHhT15hfBmRok+x9NFbnQ78D9aLiY7x5chXeUcRvOB0tG02A0fzHTuuKVOXU4xyxonRTIhbTCSMOQ4XFIkmVPL/esIV8+Zw03/AykCtnMTHDajiv79q1K9kOJrcms9sJJ5zgHvWoR7ljjjlm1YiVxL3udS9c3vKWt7gPfOADSLLAFwuc2rvCiFVn0BNq1XiVIG0Jf/Nvnp3IFatBRdcqQSSCs1KOLMqHmXY2j8JUaj7LpccPy+BI1E5Ok4cue/mKjgOfj9SdcKBQPCXoWBwzPP823TByLyFVSTmaoP111Dkl5/W2tFld0WoUzLTQSwlWWEf/o0is9LxxnkhAZ0lkCoN49jD0gfdf6iHR8iR45C97b+jvPfJBQX+3XOclO29ebzSP5cxGwk+Qzg2kChQqIlNssvTmu4EbAZnaSqZRJFdAQh0RLCanmSYGPkjXOkSBR35XuX4tuiZN58M/hoxfYf369hqUq8wF5zboDGoj8RPErdisUh2jPDWHqJnRUzKSbAu/M0WYslVPiVj60pUzISq1KuTWQNqaIH+/td9jE7kaEyXCZ2jEoYcemnwHx/HXvOY12WP/7u/+zn3ta19DU+BaY/v27e6pT30qLj/84Q/HOteI1TxAEqLwEEvj4HixaExWl7wRt5yrFai4I/MAYS9Z/p7Jj+oUHID1/o4Ib7ekRkHXF/s0r65ET3aKwi6JhapOMvpOq0mCZCXn8LG5ed9a6pSPQVQ+J6pVklSlJEqqMYFI4DpNi5OYBUVZ0OzjFRgkVyPnBssUT2prz/WX+z6u1BJEUYcI6H0f+gCCdYJ5Cfyqlr3TOopL8B1lHQ7rwHGmkpYr1TR8JHPx8b01GPjtoFIhiRo4txXMfgNXbVtCMuV9qrxCFT6XBKEaZNpBBL30xErMdchO5X4qRG8ODMSl8pHyJblqRZCLAvuJCpM+NJ+eNh+nZl4mTw3KVaZIyWwAUqkSoRWCUsX7uBzy3Eza8rqmxIrDOdBbf9YsWDD/Jfk1EKUWpTl7zjQmwJoKvQnJVe3ZNWVazqE/086dO8PmkloFx4Gj+gUXXIAkZz1xi1vcYqzjjVitB7J9T4uSE/v2DukrYlY8UTz4uSzZYmi5ikmYqEB4K1Vv3qRS+ZAIsSPI2z50WSTZIzUKH86C21GAzSSAaOhmVDR53UZZR2JVfUm6wiTJYxBcrX41iBW18iVhFsSxRBSYcAVzlzAJBkIhlJqozggiAdtRBfON6OcTJLIRygpkasmrV6QqwX5/LeA8DrWuSGurKidIBy802q8XVCoiVeig7v2pvNO9dzYfolLVc8OtQKqUUjXgdkrbgIsGWaGpD2dopGJT5Hs0o0liniHp6fUqVZfthrGuY70eyfuT4lNx20X1K+e3Jfw4dblqCq1UjaRSJUyDiiTlG6CQV9ihFCylUiVJ1YhKniTmv1MCIbsGM+BqcKFNyK9miZ07dybEqoSvfvWrOE8fmOEYMEnyRRdd5N72tre53bt3J5MlzxOMWK0T8A1YEpNuZ4nnQ8k8SA+L1rTVQyUklnnY1EIwsHGB344j+YkdK38XZAoJUUoYSrwqdiaCiFGboXLFhAr2MkEQoRhYligGbCySqox5KilTV7Wi9Bav9vcagkdmER3aPYECJ+34yURLqle1+ofJk53rL5GP2oDWYYJlWIc4U72e64OP02Dk/dBXBj6kxUo/mgopthUueIFFp5xrQ+1Yj87uMnxC34ds2LLF+1Nt3ULECkY0ArHqueH2pTACEghVteQ8sRowsWJymfGrEoEwscwYBb7nIHIXcipkWz68h1ewOlzvNuLMFxb3T3n/+MQiyeefBlsomXjzC1BGgJbqU1CmaBs7ryc+VuH4FvNfbhu/kGjzX/DdSvNvTbdVGUpNjTH+WUbpKihXs3BQ3yxO7usZIPShD32o+8///M9kGziR/9Zv/RaO3JtXUgUwYjUWupKWtSmLHPUDyItSkZT4s4TnRSrNCFZSy0pkIo7VICUpyRcDUvp0PWlhc1pOGlOJch/EhwofkiBGoYM1kSsRCiqMDMx1LjqrnEmwUKRauTtYu/LpkMJQ5XzJRIT5QPbyMxAmjuqCVLEZLDGFcedLqpUP5kkj3dC/igKr9/putOJJKZAtiIyOTuTg3A7Eg6KiwzqaB1dWXAUO7jifYDoPYa2D4dGa0vwHyhRsJ+d0H0aBTIBg/sNwEj5UBKwPt/fdMISXIPMffGK9vWLFal1S70Aq43QvLIziqEcMsCnGY2hBmTuZWjTyVK3rOuKv8X4J23I3jlKaWc2V5k6+70uqDpo0Kf3gvD7Kq1Z8HJOabDkzXySp0m0m2y6kz0SI653LS7/oFAh8CUUy1X5qMd9Vg/JvWw/kXganSWsM7Lvvvu6Od7xjsm3vvfd2N7zhDWvb5w1GrMZGjhDMMm1A7snedDx9Kzq5Z0iTNg823vSSnEipyRMAvyZVCZFnkraYwC84sher064OifTDOzyFYEB/GN2eybnpA7o3lsJUY5otBcx/ZYUhFIUYo+/shelTEehsTsE8GE2AbA5LiFUgEjTwDcgRKn5epQHndfBlRyEJi0OkB6Mr9HD6GmzfFYox1R96XgemKfSfWYkdI88zmLQfq0hiqhnwp6JAo0iqgj8VjfYDggUxpiAGF5r9+oFMoWI1cG64hcgkkSvZFqVr6ednZDJZMPcFssRpaKfuNG1WPEMU9LGRU20yh4XfTryodb8qlb+4Fmm4EUl6MupUQnY6sBDxghJ9DJWTuqwbk6pQV0mqNJFqa5vaQydb/w4JNR+bI5LjJtM1L8OGgxGreYL0jUr8izonQHyJFQ8xyioHIiE+H/rT9PBJWEBK/JLHPPRqPJUKTp9CHQE6J0dDohdiGuqnTUhslqFwCr3gXOVjJfkRZHGiZ+8UTXkpx/N8+IMM4RLfsay63xKmUVG5RiTmRjnVSW4UGvoBEZmBLyMxlQxO2iyUFE6BfK+k/5U3C8pyk3KF8Zq8EzyKTmgKBHUKFKAKndv7y948CCbAwcA7tPdBsSIn92pJRm1fiWYeORWNuI7JRMmsUDGxAqf0JXBKJ6VKBPIcbvN+VPyJ5GormUGRWGX8y/hnBMXgqBDieoa7gtsRzWC8Lr6HaOTiOE1MJPi6dv39akKfbK+bqLP3S3Av4HtVECncmJKlREnCKOzSTEdpa9LVoaNPgn+GfDOKlZibsq5UZV5KSs+msF2YABNCVxWjrPtd05CXNP2Q72ZB7uVymrSmxL//+7+71cSvf/1r9+lPf9p9/etfd7/61a/cjh073OGHH+7ud7/7jTW1jRGrdQR2yQ2iSo1sdU2X3phDwtz3S3NgzadKK0gdTYJ6X21KHX646uCgbJBs+7UJf66Ew0R1is1gsRz63T3tdGp1qalXmQ5OlpUJYShP6SKqzq9BgEvMgsJEhXWBT1RXiDBipwgKEXeQHLyz0HxSsRL+OPLS4IxBRN7Q/yrEE+Pj+65P8cOwHVdAvXKuokCiSLA4npXoNH14htjZMNlFIsXLEk9FQyEUYEFViiOlk8mP/KiC+U+MAIT1hEhSucMtqPivJs2+rNGnhEcMsp9RDBCakoQsqcrdCuWN6T2SfJVx1lTZaUOWYJV+V4Kc6Gjrdd8nRabYXJ4ra1NVZD4hnapgLmZS1aRElbZr30iRf3K4zKtDXWpZjVH3qbCZ2Nn8A3y5Xv/617sPf/jDbp999kE/rhvc4Abu+uuvd5/85CfdH/7hH+LIQIipBRMybwEf0AYYsVpPkKNyYxiFwL4mVa7yJCGQq+zDohA0VB5Xm+OsV4+VhRsEm2hzXs8h51fF+QY/nThU3nM3UnPC23uh+dQDXHe09brKYgmVqXRpJJFqsmoS4WRVwY905PkPfSBPBCsocCz4RvXECD8aecnHaP+7oOCo0APopM2D+2BBf1AgSr4dQb0awawOPR9YFH2xwOS24qfVwYCiMFcg+F+B6Q/UK6F8aMUqKDhivj+e2w+npcEAoKRSoTpFYRTY7AeO6qBOEalCpapfV6vkJQ4qk25/Eb8qWSBIqF5YseLo5NqEJu+TlBKl98MY0IE8ddmj32K7w3pN+eKyY32ib1VCrijfZFRgriwlJCpXiVTlSFfXPLQa1aAWyXzDpmp++U4XErcGKD06J01rHgFT2oAzPDjGQ8ys29/+9rVjYFLmj3/84+5d73qXe+tb3+q+//3vN6ZpxKqE3ANK7pPms9lmLN6uZYc+iXLVQNrIpyFVrlSIhhKaSAKTAVaQQlRuNz24Puy/In/1uO5jDaFpEMrHYZGoenxcWK11tKlylf0ybiwxbCtJwNhMqd+wE30tOuNjdWAEnpflYPwaksZ+PwSyR98o6DKB07DVlAbMhOvAalUoR+rYzd/DpLwhEGmFIwNXYNQchFgALrTk410NwGQ47LvellGcGmc4UAQkT1J5zj1QriBcAqxjCIVBJFI4AjCY/YBYkXM6O6qTaoVi6FI9bhdmJ0hVUKKG0QTq16FufiRkD+J44XdPqPynnzCaJ7HOkiq+hvL+0Gb2NvBjJaeyVG3PqNSsqW45lY5S3MTE2PG4dFqbWr6d6iLy06MAS+a/rkSpmBcRJmmGzDTb2KQla+7NSmubC7OsYuXmEne/+93df//3f7u99tqreAw4zcP8gbB88YtfbE3TiNXE6KIi5e6kEtGRuzJp86YuN2dJnZGkiR72gXwlylib3J17G1ekRCpViQlGELkuJCX7EI+dSPKMpLd41gvCc08SMOngn0s799DVhHMScpV8IXJVameeKoXjZ5OggMSRQ0sMo5M+qktQZwxoSQoWqEtoLhWXVN9Wkrdz6AonHN7B94qLiHZC2Z7+AJwKBy15PnhmH5QsMceeJzVKsUKOSHMIDuKcfp5YRSIF5AlG//ltRKrweKVQ6ZGP8lqKgKCsUMlwExhygshVVKtoP7QxLNx2CTkY59qP8WKhO7KwXrpXlE9myFbKdnXn82xsquR6je9bVcuPyy0JmiZVQc0q1b2rOsYfiuhmjknS7Fqt7HGl9NtOHsMkbFh13OEOdxjr+Hvf+96txxixWk3kOu7M2ys+ZPD52PL07SxdF0IphN31/BOHd3lctkhNkjub5IQxhDt37uFCZPEJSIokNuQI7dUrzoAVMjKN0XEhonkge1Kpa81UrEd2UTQHNtYpklcexxVtmEpdkFwGrw2MshNzB9I2YBc81Q3PB4jFoAl5g4WH04eFJq0OpeLmE4E18VIBAYI58noVChoDMg2iwoPO6z4OFBMTjH9Fkxh7glhvPk/kYhwungMRFSiKKo/mPuGUHvypRJwq9qnS5k3MhokUKVMYSoI+wRm/twJR56Hs3jkfF9xGStUyqXBCqcLQEnxtZCct7sdgkuP2lPuyt0PDzacVptL9pG/PcJ1TkhFmMZCESZgBZbiFmO84hKqeZ45Y+cCynHaTCbBL28hNOdUrHutNfzXZaTZcJkz1VNuRdytoSWtesJ5xrOYBKysr7j3veY/7xje+gX5Xz33uc3Fi5jYYsWpCJ3Uioy61/lJz5+QO6XBc6WR6k41VYPsAly0lGdzNZ8tRyiPpzLgDiW/BTD+SRLQgNnYV64paYlWr8ok2XiF6kJWEvmSPjDfVcG/IJpEbI68ukStFsFixUiTLd/J9P89xv/LcFcxYRJL64BMFu1ZgHxGtOLdwbJTcJWcTJI+qo6ju8AXUIjRIBuJFaheGbeDAmhCTitpJPJhlm8So8SLQ6ZL4FNHTOQBqEpcqNxeibGdUmLTJz7cRkKpo+iOyBW0H5GuFTH/kV4WKFbS1VqoSd4DYnpFUiSmJmu4FhezACUU4Snddeq8SwdVp8O+DR+0mIwAlARLbxlKNVMF1moH45JSq0LjdHqHJ1wIJDNsUqWolrC2ZdzovVx55s2Zuig1IPjYzTjrpJPfNb34TRwWeffbZ7stf/rJ73/ve13qeEatpgD/aUmTvwi8kPJA7EDZMfgJilZAyOc9g5ocrHLNrjvStb07Cgal2qJepQOnwCop4mATTRaFMLVkm3BCHs7FgVeEUJbFTU2/wsiPueM1ku/mOXAXzzCiQTWVHIiVMsZ6AKrOg7GyQCbGiSMuoR9OxwOmUN9a7cqMw+jKO6oP8RsiE2B+LDpFEJdfOrGqFQQE+Qrk3QVK4AigDkxea3JmJDYckCJdM3loUFT2oVhzYFBWsGDmeyVaITyUd1PX0mvTJMbqkL1V/2Zv5BntIvcJ1r6wN9oA6BcSKlKphVKuySlWhX0yVqkLUe9m+GfEkIVEiv/RtP/c7ppeYJh8lSXCEP1UwC7JiFVSkhvxakTEBwlcmdEWyVSeSrTlJ8qSJb5EYTkFixiKbVcfn+pjq4FpB8dGp05pjfPvb366ZBcFh/Tvf+Q7OVfi0pz3NHXXUUZ3SMmI1NSb8QXBQHeHoElSjXsNxYxQryFVkmsNHb5K2UpI4IGUHFIma7DHwY0TxgnLSyBSmwJ42M/rtgWAFc6M4NlEXtKpVIsJCjAtBHCK5CmqZJA0hv0zdhDDlHdg55hfvlGWhuQ95GxIZitWFdffD+fpwi4CvE5IJIDd+HUfzIfGhUYQYaR1G9+VJSrCcsqQluR47wcP55OvlRyV64uNNkBTRnX2ZmETKpuX7jPPkEAmg7HCZ+LNXjyDPlw6vggjsmcTzCqP7ov8UECtUqfZ4ZQqd75FYVa6/Z+TVKzzOj2qUxEoSg8jTpflPmf4kqcrOZFBQMpIGFw7mfEBN2dHnZzZqchTswpBufdtMSFVCDJUZrupGrMYasZczoydKlUhvJkpV+hJUj13VoU/ImiXnFBukmNPi8Y9/vHvCE57gTj311DAx9IEHHujOP/9894hHPML9y7/8i7vJTW7SKS0jVvOERGnqsD05QEIRhuB8nUtbKUnjlld+0dKEsNFFQ2PmVzpRvrlXflEUNfluPtMOT4zQi/vj0cdJkiumW9LBHc8LbCyfNylO2LmRH5R2ZudLFs05QBj9Rv8hhjgCyQM1iisd7IY9N8KOJiXYuAkIDItvcvSgcPhOxiQk5IGnKor1DZyX59rDpssEVRVpIaFiPykRMT2QrYJTeiA4IpQZEirhV+WJlVelPLEiUgX+VLhOowDxk0c1UsR4UKnCCMDMJUzqzkQqQ6oywkQ20K6solCuws82EJBMWXRC8rsmSCJcRGjAxL9JkYdxfazkOexTFbaJ9BOSqIjRJGgwAyqOVX9uITpYEPTJjekZNhouueQSd9ppp+GkzzDJ84Mf/GB31lln4UjAn/3sZ0iyzjvvvE5pGbHaEODOveEBkFGf+NRwsnQqh02sfMgHIZ7KzuANJcqZzeRcgar4sJM7HB8yQUo8bjyw0pNEYpfO8Glkdh87SQVA7aKUJe3IaUNIh34kV8Gk2XBpuIMVzcvpyZl9cBOnJ9uXzTacBSg1EJ2T5u+rhj4mFIQ6qJZAfYG5/vwIO5ycmKOUr7BDeIVxq5DIgC+TjnElzKeyYw/NgUSMCCZfCj4GwzVQUNPQALpNhTgn8kyn44mNGaKm6zSI2yVKFawDUWJH9WE0AQbzH4dU2D30KhWQqhVPpJhQJea/5J4Q9y6tB1KFIx0FoVLR/kPRNamSJkZhOstOgDyuOi7VtppC1ECsEpI1Zn5iPR9SQalU4Js3aV4qv/oh6kbMcM/05u5Qr3BqLr1VJFbrYCpcJOf1HTt2uDPPPNM99alPdc95znMwntWf/dmfuf/7f/+v+3//7//hHIVd0fhOb8j8eGedtnxjC7/zwkNGPXiTh2LpOPlalfAnda6uYzafwhJyyJRL5kWftTgzTe2brTNvSyf89aax+sPbRyofoz4hPTnEPiWgMcYPKwuqzrk6MYFgskWTUwfFSJqV1Ki9WjuQqhL8gVZGaMYCHyE0bYXFkwnwI/KfYPqCqWrAt4hMY2JUXLLIeE8cpkAqIJ5D1cmRiICehERg856cZkeES4jSU8xHEjZUnig8ApcPlShcqA5YR1+3UFf8hPqPxCe1FfhU8QhAIFfUpv5e4vsrFTbiCFOtVNF2CiWRTJCt7oHaraHu7dDOud9a8Tmg719x/+cmQc7ElqqFlGj4vdd/q+n9X4yorklWvJ0meu7kyyFG6cnfqn5GSbVskrw2O6oZLxsAd77znd3FF1/sjjzySHfPe97Tvf/97x+LVAFMsVpvwI9WqTeoWWRfnrremRmJABPFP54C1UaoibKM+yDhNKDs6KyesbQpM6GacKahKum0ssnxIR+hWsmDZJgHKVgp61RD5iKBeqXCJMmcoBCuiumLkA/BaR0nMCaHcFZ7gkglegcxx1lQ6rhTRm92OmZQ4WTJqPrANVmBUXo+3hXO+Tfy8wCiuQ6Cfga/Jn9TxClh8qYsPW+dbFOsnWwA0Tz6+MQsqJud/cvYb65QhhDQVBBANO3RZ3RUB8IEBIxIKBCpZVanvHLFhLVGjENZ+UYSpr6g9EWfPkm8kkI33XSCzCfKkvLxku3ThmyAT5mmVqekQhYOT/Np/q2K37V+qdJETZCtmvo97vNH1y+QKnET1t5SMoU3LDSqqnIf+MAH3Oc//3k3GAzcgx70IPeZz3zGnXjiie5v/uZv3F/8xV+4I444olNaRqzmAdkpMajjmGRUYDZt6sECCfE3kjC4RJISNnXMWz3oq5pZsEA1qCz+dHLOTpLMP+z4QVxuG+gkQthyMY1Oal6KX5rrBmQxMDPpqExT6SARIVMVhyhAypQoFaxwiHKLPsaTKj+Sj0kW78fRfUknxe2VRrcHEyXGnYJpYVb8/HtoKhz0XX8pDcAJJkAItlkteQLmR+TFEXqeYMU8cjFhs23ZBuUrlRBebGst8NC1FsewigULKFhACFBdowCfPmaV8qECQgXbWJ0CVYoiqvtwCtGnKhS0pz+lCiXiiSWf0RQYUuI3JUkwsC6kKIXI53CsKIckV7od9O8pyxUUUUpUGTWNjShPPKWeaPxdpoQ3IUeJwpshVpRSaiZUZW5D7rhAqkR9JamSCtU0YAKpydpqKlvrpJotkinwxBNPRAd1cGKHuQBf+cpXusc85jHuQx/6kPunf/on98hHPtI961nPwnkD22DEam4gJA/5VTznp09bfApn5ppyNXbyiqUEdlRwaOciZUsqqFXjw4SjPwnFT3aKObksNHFuf7FyokTqvJEiV/jcliQoT05DKUVZpHoV1J/EJ0yVSXbQPMUPbutHsxJMRwNHgw8LOlX5UX29qu+5GIQ18KeE0X1ApjDUgXQq1y5xXW+TwrR1TRv0wzdHqKJ5MEZP54jpfdi2zIpVHO3niRWZ/ZhUcXwq+pTRyP31jAMUom+YIlO5UYG6Wvp2C3lJE6AepSeIVxfiUSIaRbIjSRaTKUkWWn5/eLvJ36qodULolAlQK2+zMrVRWon5L3zqjatBqqZP2rC+AJPfRRdd5O50pzvhd3BkB7Pg6aefjgTroQ99qHvFK17RKS0jVlOoSqufJ3W505CekJboIJoc2jmrSUyCIi/vfOzjHNVUCkEgsmWMB3arFqXnfdTrzsUxL+HkXlLpcmCn9WTUF+fj54KJtBWc9JmR1PlyTE/wTSILiViCfT2RJFCOeBJAPhEnE4xlxz0YfoDCMcAkx9AmK35iYweq1R6vWEHEdJz4GNUrmACZA3JSPCl0aPcTMLNpMA3MGa+d5My6nrlWLRya9H3yXoxmMRGfiiejRn8rORUNESpSp5hE4fYVDqNAk0TzyL9cx87xuXgyxkCmfDvivQ2frFwNlJqVvCBFEiPrEpQojpUVJq6WipWYy0+m1wUlUqXVKVZ5km2lq9fxt9qgWNWVrSmIlSKCjY7qMyJv9UE7m9wHa0YiH2LOm+m2t72te8tb3uJe8IIXYHT1f/iHf3C3utWtkvkCYX8XGLEaF2xKW53E6TNNHx9hkhg1nq7vXnlORrVJIrSL/Cd5WDAZw09WUpjHcMaS3OUq0zVfwVqCYCVCOuRULD3xcVcocpQIEDxbMrIPVqwi2fGmPO6HVCK1FGmUIKtERKiCnxF06DRHYEJ8pemD42uBSsU+WNBZw8hBnILGz+VXwVyCA0oPTIHoa+VjSXm/K69exQjpkVChaZTLSMXPxe5qfB9QfaBX4VrUqUrP8+fNfIFgUbT0MBXNMpv7eNSf/46kip3TZVmkb5Qm5WrUX/gk5So9t1RH2k1kqTaggklVMtFzxkeqC7T5r1GlEmQqHN8pk/y28HuXRFLkJcuYVZbGAddDpZN86lMyG9ue6dJ/bC2xzqRtkUyB5513nnvRi17kHvKQh6CP1QMf+ECczmYSGLHaCKStbFVSh9UfJPVzBEsIrIfMUezTNdGPWZkAeZsol1eUtHI2hRiXKaYMX5CkLeWh0JgdiZaMIcbFp7qgsY3WPYHiWFepCpNXruIxngR5dRIDbuJXIloY2oB8rWTnHdLPdIhMxuie8kE8YT6aPpKsHiguYBZEXyxwbgc1xh8HihUrMSMK6xADdgoiJVSaSKyoo+t4TYO/lFj3BIoCjkpihY7q3p/KO537sAkuECyajoaDe+InkSnYDiRYxKdK24sKjVP3pCP8oM08waRFkiomWzIdcW3SyY4z6hETLKFUBULFoxIZY5EeVyRTiS+SJF6ch5uFgpTWNQ0QKvYnZZ0s36Bai6QKX4rZtBkFJgoHYdhQuMUtbuH++Z//eSZpGbGaN/ADiGMvjfPjzhEN8RTxDw9BnLgzaYvQPlbZVXlEQI8sj8K8Z2BiFapYJSZojmbAzMjBcdJOJoyOcYu86Y9JV4zEzpNDg0M5n+Kd0r2ZLfqciXzIkZ/jNoG5CVREn16InIUdLpoJHasuTBKFSsAAIoFErefcyhDNWUCq0LEdJzwGstULRAu2o6mQHNn7PEFyMAtyeAiqh9zGJEvWK9vewryH9RHmP/I/CpM4J75UTJ5ImSJ1SkdKD+a+IZn/oF3Y7IftpdqIf2shSCqZUplUUbvgoAAmU2z+Y6KVu2eEGuQnc/YO4zKcQzBH8vckzEPGLNdZTNLKUEqsElI1M2KVy1eqYg3EamIup8otXzZEndrUpkmerUkemxWzrGLl5hLLy8vorD7L4y2O1VzLsxmi0rQ0JVN7Rlf1z6mqpR6eNf8K0VGE8oqCTbzk/Dli51F7qCdvzqUKZzJK0pCdIfnHZPxl4hxs1LkmyoVimoKIJCQlqCLK5FSKk6QVCqHYANEA0oHEY2UFiVZvOS59uQ6xnpb14kfV8Zx6PpxBuvhReCIOFm1Ll3S/HL3n0/ZBO0M+lC+Y9mScrh4sIRYVl33FOZiWZmXF1xXIFdQXSRYsDYpVaP+0nZNtUrFKrltGreJdyb2fMfXxfZO7V3P3btsPNXte3BdvfXl/K3Iy6W8x+b0w8cnIRMnvd7LeOzX/Zeokt7U13VjP1o7XwbAh8Kd/+qfuSU96EsauasJvfvMbDLlwm9vcpjVNU6xmbbabZfqAWeah5yMkdSp2BvxdjK4ZG8IEVS5G4qDcPF1Pe35JwplXhVrqTQ704ZhMZ0AO+T5bmqgOh9T5OfFAReJz2ByI5js4j3yl0GQoSZOsQuiYo+rGw/b89MccyyGO5PR5wBfMIJado1nLVmKiAKZA5eQO6hgqZKTM4D5WaNAsmKo1fm6/qGJJ86CPdh8z9nWhr6JPqqlUTEADQRX+SKhAkUol/aRY/SFfqkAkk7AFwqeI1ERfGOlP5etcDbyCxwpV/ExNfzG0QuZmE4Q/1iWSJ19OQXpxv1CpcrG05P3YdN/m7l2uuyZ4yQuDqMCkP35V5kalKjxvUlV94oxlEuIFZvq0S1lWm+TlvQWz5I+Vm0u85CUvwalrfud3fsft3LnT3f/+93d3vOMd3QEHHOCuu+46nM7my1/+Msa3ut/97uc++MEPtqZpxGruiZmUNWaUNTsKSz+j4GQA31se3G2pU69an9BDHiU7297sPCLD19SDGB3AJaHC1YZfem6fiCcUOjeKIQWMLpAfGgrpffiJ6UHnyX5ZSKi4MxB1V2ZBPIACfyIdxuxFgCskdWympMn5Qtmiz1eoDk9UzfceTuhMU+NAHlC/PhAUTy7AwR0md2aCh+ZN8Mti53aKFRZNg1HJ4RGUje0bfKjofoT8+DuuK1LCYRHI/OfVJ0FMJGGhzrzmMB0GVkgfKkEyk/X4PfGnKtVNkKoYm0qUXzqnJ+WWgUALilqt7To8PxJCVSJTcp/4PgnwPhVKkayDIFJBNZsUMi35vWo4ZiaI5S8fou61ibKZHwayCM7r27Ztcy972cvcSSedhKTpE5/4BAYE/eUvf+n22msvd/jhhyPZgvkDb3e723VK04jVeqLrw3HWypjmUlLTCRLINHnGzjymkhIduY2iME0I6cUtZRHOLubr+aL0MWtw1O/ycONrE66PJ1d+l9/OZMuP0osjL9GZPPh+5DtqOdLOO7X7Ovpic169OBoSTuCwDJI8Jh1paury5MUTrB7GKoA0fMgI9MWieQhRWYHjSbniQKRRsaoTLHlJ6pVjAkKfsE2SKYqEHs2sPmwCEg8O7MlkCs4hFSsSKkUkkjAcTilVpEwJMoWqHPtWSXLF8b103QIvYfVNEKwauZLEUBCtYGYuKKbjgNshdw9kFS0d2X+CLBNyk/p0SXOf3zxlL5s9Xahl0xDExnyr+bFqGGZOsJ785CfjMi2MWK21ua7ma9DhDafBob0ho0zavbJyFepCHfS0b03CGd6bXpofdJPnRqbN7C4mLdIvhtS0jm/76aa0PRPzWjDjgAkN2hUmagaiAeY1ok/QOcNlhA4bzX1gkuN5AUWnH4pGKzQiLyhgrEYxUYSyQaeNp4jZiomwoBKFpkLfXkFZAfVMRG0vmQrR4V0oOd4BX5CsEIpAjJojlbDJsVvOt+gdzFO/o0ieaBv4iEkSItaxHjXCUM/al5XNn2T2Q8d9UulgdCRtY1MoE8g4AlDVi3+eWmEL5ksVkBR8v5TilowAlGqbvt+6Qp7PSmsLsZqpSU4RueBrJQ6dSh1LshVp88tKiXglz+xxn9tjKtybgVy1VHvstBYERqw2HJrUpLY7V6lF3DmHJHllWsWK0iLJxQc5FWbGXFmT7BptSOprTjaQKlbHqO2lnBrMC7VWYrMgpjkKVidUskAFYnMhqEFOmAXRBNdSbzaxAckiVQr9oSoII+Dn1EGSw6ZH7OSF2iXNvNJcQ58VDs0jksSdAcXm8mQH4l8B4YCsSLFCHsc+ZOzczeZJqk+hSiFYpnTsZ/MYkyZWooLyUzf1+RGSwi8po4hKJ/SwyFF/Yj1sq0VVV6RK3xeBRBDJUua/oLwldcn4gcl57lRnnZDvprtFnhpUO1FO/pIcoxJIr1Y5I/21Rmwz+ZWyGQuZk7NkTRNIsd7pmSN+JGuBOTIDGiaHEatZYAx/h07HNCpXTfvDn+b85flNDu3TIENCeM2/e6sMRtpJvFAH3Y5qgt+ebqeGerRekVpHId+MiZoFHyciJbwPOmnoRNGHiRUr3u6nlvH1jrGTEgdwWQyuBpMZVq5IpWI1DI/FTpvKgkqJD+POpilPQjJ1Yn8pSBEJGhFFVndAqUI1i1Upr+gEPyVSVJCksJmx161tk6jjQYkS8Z2UOhXJlBpRxvccqxHS5KlVqh6HmqB6JBHVSbGS5r9oN1ekSviFCaWKQyrw9DlJYFIKAyFNmVnFrQlQpqJKIglVTqnSo/baf2O1i1kqq/q91JWqmUhUGeU/U5fccaWyyuvbdNw0+2fRR6wxcLDFjMrVm8P6rRaMWM0KTSa9cW+oVqJWSq9jPtgTS3VHmQX1W1+xLB2k/CDbRMIWXxZFGXpTtpeoWvJGH3YJmSGIZm3KVpKAqi93GHGiZyQlsirCJOfbQRbMq0zerOYVLA4GildDkythvUBqKkyIoFKhKRCIGxXQZ6nMi0RWkipIrZ/vC/zP5Ep4r8bhjDT7sVC2aH9wjKeOSo9LSCYRlp29IEqRaOmYTgWH9KS9U2UqxDJj/ykmTEgMxQhA+UnxqYoj/6iBQ/toU+ZQjFbkiO8cs0pEf08IVRIFPv1tpo0nyHsjJKHKKFVMRLr+1rq+GMrfYu1FRJatJa3aM6fhnOCrqDaOjRaiOM6+0vHT9g1rDcWLp05rQbBh4li97nWvc0cffTR66e+///7ZY37yk5+4Rz3qUXjMQQcdhLNQr0C8nrXGav9YVEcz1ptu4xufvPmr9iXpmJsWkS6dkwzFTt6sW5a2tqgVKX1Dr7+5NxU9l79IL5h3YueJaopYD1G/IYaSmPw3zGFHIQTSOEYqb9l0IZ4ST5pMASzR2TqqL16BYWdsIBCkzqCPlF9iJHFhnhVt5n1VhJqUOF2LemC8KB8ni+NlIaFI6sqTH1NcKdqPCwT3XBHHYLvJuFNiCQQsc1sLAgWEqpcQqkFsF1jHSPMynEJKriKp4tAX6Q8liQ4vzX48hQ5e29gmQbkKdVP3iby/+L7K/t66/OSaVaqEnE7yG0t+a03p6N/XuM8N9QypfeetBTPjOM/EqZ+pY+Rj2PTYMIrVnj173BOf+ER3n/vcx7373e+u7R8Oh0iqDj74YPeFL3zB/fznP3dPe9rTMELq61//+rUv8LQ/oK7y8bR5KAk8TMicmAur2dQjyU9OoSPK0jRSr1N+cdbn8N7f8KabiAJdTKy8LjsueT4LftzZgrJDKiCSmWrgOzUIawDrFOqAlZRAdGREbx4IIPLBSAsjVq3Iob1mCqR4Utjpw3eKs0UduTS1pWaUjAmV94fwEmFen1A+zpNVteawBDzxt27LVL3KdnTyOpH654si1CrcTG1KJkAmTmzCDPGpgklTxadSJnOkWFx2JncUGgI/SZ3y0+lQ1HciUSESPLQ1fSamzNyIvDDCU99n4U/aqPKlqECsahHXZ/Gc0u9o/BvJmZzHSbf1GP+8ymx0G+LZvgGwCOEWFppY/dEf/RF+nnvuudn9n/zkJ913vvMd92//9m/uxje+sbvrXe/q/viP/xjjU7zmNa/B2aoNGQSy4xJCMlHEBdU3Z3fWbEPyROUwNS6CZU+RHa4Q1ymY5HSBWzIPL87yrTt3GpE79KcGkgNhC8i5mn2RiBmhGQ+DhsYpa+IIQKEkZaYZSiZBJiIDWfki8igyT7p8mhRElMiWVB0S/wdZt0af3kJ7BYsH5NHBX65GrAodMZHupB24wsrRHFcEsQoO6sEUKOf+kzGqRKU9809vUal8Ckd7DqMQg5bKkBBR5UPiG0gVK1XcVlwn2fDUhvp3UmMzYr9WiHLKke7cJ/3dZe8Dmb7+zBw+znMmOTcnUxkM648NQ6zaAOHo73SnOyGpYhx77LHuec97nvv2t7/tjjzyyOx5u3fvxoWxa9cuN1dYM+WqwaG9Uxrp22N6rnqbFhZoITDRedOoVWK+t7RolHbkPAk6hIMIKWmVSr6x83aO0E4xEXBOPXRkp46UI5zDjMYQP4o7WtHx+7qITj8hwLLKRKaq6NBOdM5VkDY6m8POvqvYoRrT5A5eKIY1YpNpJ+mgn3TwLZ19reCZNkxMRZRm9lplyhR8qVLFSo/4899J9RPO955oCdNf9vpGR3tUqfSoP56bkE2iYRuZ/dhpXZpXsxD1Dm0otzXcqA0mwOZI6NORkkQ5SpSq8EceHbMTIUM65VP8na6BUoXZLBh5G1NobE1rQbBpiNXll1+ekCoAf4d9JZxxxhlBDZtraPIz8/TrMlXuIRYfgs3Tmupz/VnCrCFMgqzkoKmCj+xQVW2Fq21UJUdliOsaSpXQrqyFJVWmlEpFJDTJaSTaEkfbVSriFnXOVF48H2JfjWIIA+j0fRKwl8MzUGyoEtD3inLwgwGJbIHZETZG9SqoVDIGV7I05SPbqsHcl2tPqnO27KHg4j7kMuYIFX8qMyA7oMcRjRxCgdpHTCQdRvxxdqr80Vwp2gysoRyTKviFiSClTKwomGnwpeJzaCn9gmriVBvxkMlkSXKGVClipS/JuL+/WI7khyF+L4XaZn4/oQzieaGvSyaR1cWiESqCmQI3oPP6y1/+8uBkWlq++93vrmoZTjnlFHfllVeG5bLLLnOLCfEwFptqC+9q2Jc7N30uKfOHNlN0DlaoM29wpJUmHFmo2rZcHqXspc+KTJamh0mmL6FOljtdnhgYgl6KIfnoCI5mpNhhy0mecfhzk4VORkJnUxc7sqOTu3DaDs7tTUsmBpQ0twVSU7g2NZNTQ3sGApXLU8egEo764rt34B8kzurSMT1OT0N+VqL8qP6xexV2BJnJtTngZ3BUJ0KFBIsmfRYO/KgSSsd1Uq9y9016O48jFcj7Wd6I8h5VhEoQsKr1x5zJMfx+xe+o9gyJ6SRVanlWJG2gqpSvd5qXwbDQihVMfvj0pz+98Zhb3OIWndICp3WYKFHiiiuuCPuawtjDsiEwjVmwZNrJHdfwljxNdGY+N4nEHqQYmW6M2j5u2hJFIYWm1quf0NUkmElVvlKP6upSbxDn5/Nz8pEiBeZB7LSpo4d5+pBYkWM7BxBl5QXFJOH7k6skqzGiz8F5/tiJHh3ZqVNVTuIhcGfi/6QbRDuP6zZsQOt+YocJ6Ebp5dWqEMhTkcCgXElzn1aqRAVC3RlJsFIVxJRVKrhW6KiuyFOIVeU/IZBrMJFJE6BW4yaNdVQzpxYc1YNZsGSG5OSqye79DJGe9JERyFs2z2o2z7v2Uiw2ZxuH33dJa0GwrsTqwAMPxGUWgNGCEJLhF7/4BYZaAFxwwQU4W/Xtb3/7meSxMMB+TBGdiRLJnKuTzealTFFZ81wLwiDEwgOW82Vyl3Wq7whJRHiD7l8oHpQnlb6O3ieZGR6RLQ7SSfGpfFIjsd2PgKs5WmeKlE6EzBM607lizuYwhZFQN3Bi7LXw78ulX8tOEKlQZKmcccR3MZpSkS19fKqliEETglwlU9SEdWH2Q18rFQ4CSZUMTSFIlVR3ZB0nbWd1y6VKVapK1dTZrp1c229Pkp+6ULUKfWm1tu4UC0QGDAvoYwUxqn7961/jJ4RWuOSSS3D7rW51K7fPPvu4hz/84Uig/vf//t/uzDPPRL+qV73qVe6EE07YOIpUV4zzIG5zdM2mox68Xfw8xiijnz+Q08w4K8uHdTbvlo5BpB0EuHoKzQ7t4zjulzoZUCs4LWoP7yQNjuxEcjAcA0x5Q+YsDNFAoRJoG05ZE3yFiCBJB3ntcC2rQ23BsVAlmfJTDWlnZ6+oeOEjNbOEuf3WGtJkR99LPlYJgSKSxYFb5bHkukNtQfXjdbx2hXkLA6EiRWqYiUuVCwBa823ioZ8zUqGFUuU/VNR6uobxuo7BrGo/v8y51RpMgOwTb2c7bc+8rm29oH5VEuZjtcmJ1amnnur++q//OnznUX6f/vSn3YMe9CA3GAzcxz72MRwFCOrV3nvv7Y4//nj32te+1m1ayB9+MqpvzDu47WETVKWmB1LhNTXLbIgIyA4tZx4MaWn5p60+6UE0Rq6bQ7smfKxujdNTqPZHIomdG408Q+ICZYIO2ZMlDsbZk9PhYJwr6gRx9B+NZKO5+iThSNWphqLxVDNcRRpR6B3uqZqUf5yMmwYWBLPtmO0xEVR9pMN8xr8rzuuX2S7P1/dd2EafJUIF37PT0gxdtRId1TlYrPexU87qkkNxG6rfXYgUr8tcK2uOVAniJPJOzHqJD1QXtJCkJO0cqRonry7Pl1x6YxK50nNT7zOYKXCzEyuIX1WKYcU4/PDD3cc//vE1K9PigDrZtleOquNDT5neQpgePj7KVqmZJpd26y5SrhrIlf9gpUmqZkHGUFnJA+pfZcfHfiI+rAT5N7G6ArtwXj7O23eCoWNncxQrXRybCueJ47hVFNiSm62JYAUrK+cpWp0JVjiWzYOCZMo2WXVepfyOaiRLREZnvylJtohQh/KW2kSqcDLwZ4hDJQKqSrPfUJr9Mv5UFDQULnwgO72CuZu313ytGgod2j+SqrovlfD8lsd3Ig/yxSbXaIX1HKnqkl9kmxP4l7nZwEiVYdGIlWGVHwqtJokZyvvaQZ5MF0F1Sd4oxXG18nQpEEowgVwxA+mB8iOOqDm0czvUImJLJ2pSeihmlO+AZTW5Y4l1ikodRVwHZ3Y0DZJ6Iaai8eoVTHw8pCloYE5AbxbE8rNTNvpmCRNZW1gGDT4XzINkSvJ8MlWs0s55CoW0WI5MmbUvFZc3TICt9mcHZOTLGJzVhf9TbZ5C9qtixYqjp4PDOvtODYfRDKh81dL8dTR9GXOr5XrV2l+u581/YbTfJBHQx/ndcd5tx7XVbz2fe4YiFsmENysYsTKsD7CfyU0ErdSJ5LgpMkuc4VWnR4EhQ16pmNNsosi9aJdevtXbPPTL6OPEu1SUb1TZkNzEzjkoVoGEQpH9NDOoOrFwkyg8uhgNKiCTFukHF0g3JyDUy1pbTYleSwfPKhWuC4ZbSi5DAuK6UKfEegyvIJzQdUwqVqkqPecfkYwk35b7VypwrRB+b0EQyihWUslKytDxt1T63WX4U2Hj6sNIkWFOYcTK0N3/YLYZ0cNbKh/RaBc7mRkoZdk3bE9GvErmpaqiQ3vx7V1B+8sIU2C2LFU9WCd20uyw3h+5Cso2GMQ5BylCezg+xGSCapCKpeIz6U47FLOxYyJjYda3Tm2bdf9WCj+gTXw5iDrFW0i1P3EOT7rkZNoUPiGoU6z+5M1+wY9KzreYKEuzRp2wYZ48XVJQpwplGYuIdKtHfgLkNSA8RqrWBmMNdOiQ1oLAiJVhCvPgLPLgN2PpZQVEY8x8S5GdCYl7i3BOx2x4YmEgJkgoSK1J/K1KDv7+mESkanuAZPZjp80+U2waxRGA1GkTgYrO7aRw0UhBVLAG0cQkTYMc9yrUP6sy1BU1qZ7NE/wV8msIJhC9Zv8pPKOm7pBKVeUd1bHtg6N6JFZhtB+oWDjnH6RJsaFkm+VIeeJoz6ZMNA5nfOQ0ORKrMoQD1TGY/2rEqj3org8F0hElR/VVv1/WIg8Dw0YFTgYjVoZ1Rn4koJ7ZpEsSTQ/cMPovGfEXLSY1IpkQvlpPmX5NpC5tniKHpVrZuDMUhcBK47BB73tF+8N0NIETRZMg+0FxpxgmF8YOWgQi5dhXbQ2VKeL8gCvCvvUNZj5NDhOikSFU0q+KR/hxhHRBrEJMKjIRBoJV9CnK2DaTkX/+T55UqesliSJ+T0lV4qgu6xrO7dDEbb83aVrUpCo9YHUwd/ekwVCHESvD6ipXuc4m62CccWjvMhF01nG2fFwy2Ir7aR6xB995Xjna3zg4q4TE/4nyRv/53Nu2UhUg9BWpTaykVTA9C45So1hXbDJExUpMPQPHsPIW/LDAtChULN2e48ZCy5GZmUr8JQc1pRwW4pMlZZTEIqg7rFpJR28RwJNDJaCT+ihDqMg5HZSrrmaS0O5kemZQQNhiZbUZT/tvcQT3mqN6Wq7ggzXWzAiF/dl0GtqhtH1WzxLD6qIrIe+a1oLAiJVh9TDugzCoRBmHdo0gPDXlURVOUj5c+EEKDysZ7K9USybTo7PqwOWRgR8TBUwQyOILvugQOTsgRxhiAYimNOvRKD5sNs6D8uZOW4RmCKPn9Ai7FuKa2p/0/oZ94yDx+9KjF/SBLWZMZf4LZjo5LQ0rVPI7m/3CNqVK5XypGkUqblwyF7eFwihVKghRSqEKn5JMZcqVVSmb/NTEIdWc9JZGqgwbCEasDN1BDtOdj+2yL0mv7NAugR1UF6UqO/+gTzSZr5APJ4d1r1L5HfiX/V+0qpYUyv8p9UWBo1G8KFm+WgDH0An7Thn3k+IUorFzBHb4Dp0/hWoI5zExhG1cACZacmh/WzDKxjaV28OfySCvu85D3yNt5cLBAIp8KH8qJlpefRKhEjCMAqtSwt8qcQhXIQ6SsgpfKWH2iz5vJXJbaP8q5ztVclRvKJduo9J9zErxRL+xhm2r9SwxrCrwnW40u7QWBUasDOOhSIoKx3RNT5GpJgerZpWKEmgyuWlBSa5oh3Y5yi5QJ31iCj+vn94oslDtw4KWVLGCAz98QYd2b9rrgf8Vd7QYtR1GsRGJwkjtVGYIFwCZIRGTfj3k8M4ZUwebjXuV29RIrDIbS5cqm1/x4Py8zEkxRV41fyqhTmnSNCopVky+aKLqQGp40EO9rIE8KWIVlCpJqrRZsNB8iUIW6uZ3Zh3Vk0EcuXALq/kbm8Fvf5J0DKsHMwVOBCNWhsmRe+ucyQMx49CudndKo7Qt2cUkI+PQDgsHDWUCIh3HG5CQq2D+Kzi2a6ZHu8LYN/IBw/wpcrt0XveXQUhiSKSChxqZOcUS1CExd16W6EzZ4U1iCi7sqJWvpJQEpSolG8EfKSFVwhEdCUnqdxXjQwl1q5UsSlIlfPRyIwHb2iKZjkaRpMTsJ0iVZOiNKqI2iWfybyxc5iAjQwYDwoiVYTrM6mGaM7M1md5mkh9pHeynlHNox0jn3AnFqWjSEjX5ztA+MRcfTiiD/TzPRROd9HOml9DBQ3nYPAiEgNLu9Umpkg7ttK8aDWLHLvyuYtmUWXBcx/Zs29KfqotD92RZJKRBmv3wu1B3AkGS/lSZfWHSZCIsrHAFU1tDVRLznjb/9ZuVKtnmqk41E1+TozqTKg75sGooOKpP8xwwQja3sHALk8GIlWF+kLNMBJPFKhCsQNy4P1PzIQaHdmZEUVnyRZVqV5Onr5qqR3amyWky71x55Q5uLD9CEJ3XeWJmyIenuQn5k8+M6OQTksXlEqdMR6y6HNM0tK/D+QUyFVSbQJqEwiMd0KV5MCFgwpzYhSBGWSqS3YL5L1tfmX7gVRkCw+WpKVbRd3B1UUjfiJHBkMCIlWHOzYsZh/ZZ5xdyGqU+VCwAcH+IKlFSsuDkm+t00BxY8CPpDXrZKNmsmpV8XCJpEAoWmf3Q54qVksHA+01RmbFePL8gq14JKUjJVBdz57pCtlHN/JcjR8KpW/pXjeP8raEGGaRKVd38lzW3lhRKSaw6lbUh5MGsMGulyjD/kGrpLNJaEBixMmwMBOVqys6+5rWeMiUV01s4tKMBL1usQFwyCIE7c/5o0qFdpepzKzjhh1WKEp9UgJ3cKSAWq1hcd/xK5imhsMSykQmxZqabB5KlFT3loM7bhakstGGNkHRxSi/7+iXmv6yj+hj+VMIcTV/iZ5ujuqyvPLdW2GkwA0d1w4aEmQIngxErwwaB7ORm1NHXeJo06Ym4VmJTbZobLkvX4siQAolDu8qn2JnRH0yHyyuOp3ODkzt9RkcvH4U+MQVqs59UsXS51xWZNkn8jeI274guCYr0RWpyStdm5wKZl+a/Nkf1qerZxVF9NXssaXqWmxeolzQYxoQRK8P8oWA+C/tm2cknClaQp9AsGHSokkN7qhWJZHrtypV2aOe+U8S5UkZJX1RWTzLO934PF9Z/+ujrIr8QbkFO1CyksyCjcaT2mPK8KVY1lUebLRIiJchK0Smdz5c+cII41Uym7Y7qjMZo5qU6jOOovipEZw3Mi4b5xix5e+UWBkasDHOMaUx/Tc7kpewUaQsEz3VyaGdiIgIdNJdPOrTrCO35AqaKWv4IIbnzU5EnCvQ7Qc3i0YXJCUwsaT2NbTVnT8UsicKVOMBA+lolZkP5qZDUuZcJ+lknVnlHdZlkb0Lfpa6O6pNcmzaVdc6ut8GwgWDEyjC/SMxe4yBDWjrnqUf/1X2rIo+KzuFpvt5Xp6RclRza5aaca5XnXe3xhxI/ITxPtCESqX4wB8py1QpSave1NAuWrmHGqTb4G9X8laL/VbNTesFPTihTTJ7SkAll819RqdK+X7K84zqqT8irGplVjbzJfUa6FgXmYzUZjFgZNh6UQrQq6QtfKO11wya8Nj2tZB7s5NBO5E6bq1INqSUUgKgOH+jPB9+iNLREPfK6d3yfBwNgDkk08rCR/iRiDvlPjYOgUIUviaN/9E2LZtPwGUyI9QENteuVI04Zs1+4BxP1rWOdVstsblgM2KjAiWDEyrBBwbSmid5MYA7M5aMd2uWukLvKa5wOTTu0i/r4VNmcxxuJJNGowK7V4A+idXU/bQ3y7Z5PFIiVVrE6ks8apLkvfGdSnEZX9/uVUpVr1EZSJUb45UY1SifyVe2gRD4Gg2EiGLEyzD9KDuva0VhDOnrnSExbnvEL+U5Jh3ZWzcCsRk7t3Nni3H7spC6CdoYiZAqcOJinlYD5Aats+WWohTYzV/Nx9RLlCMmko9ymRUcyEUbKjQ9fLeVDpYhVolTpUZQF819+MmQR/T3nYE/7iyEYpoEMq1HCAikLhmaYKXAyGLEybAxMNBpwFopVKEAmunr6HelXELcyTvB4CpGsbFXk9CYipEKIahV2qjLobWmxu1St9UAxYnLd0FLOzkXLtX1RgRKjI2tkSxCxbHmkyqQKmlWq4qc/Vyty45o0G984aqWVH/XdC9QrGiIyt+FUaS0IjFgZNg5mGWpBjubrlDe9clGwUN5YMNqV85TpdSlXYl6Ktrvc6bV8awEvy2hriijorN/TcWKzXrYuGZ8yNaIvUSDDYRknf13ONhNlTalK/afCdDY5xapzJXuzHShgMBg6w4iVYYODOqBcUEsdxmDaXjl0MGyvkxMyc1AqMZgRYlJN0vFptSs3erCtNqSK1X19JjOXzYrUTIUJfaVqbRD8p/SBIiYVblL3VM3811TWHJESlaiZ/9hJXZOqCdp9lqM5jVQtNMwUOBmMWBk2EXJ6EcsPq0EMfIJVJbtu4eReFcI/dOngWLnKmRZ1+AXOo1a/jMmxcbLoBmzQh6IaC0AbMyQ8jPiTJxTIU1MoCongFyW/8z0jzSwlUjVBuzea/3qb6+IaDHMKI1aGTeTIXupJM+RmHEf2Yl5stoMusS/0K69eVeLYOFlvJo02haGWnyMHeRV+QURtL5Y7jGxbMGi1KUOs/GaeR7FAUtpIVc6EF2JQCad1tT8fn2pWUkHL9Z6FmmvYnBip6aKmTWtBYMTKsPEwjvKTIDfP35TlCGWAzpGDiQpHb+ZGOtBoG6lLRm+p80r1b3TwEseMt2ODoK3iUn0Ssal4SxgJWDo956jeoILKUXw8wk+oU/L84Kg+y5hButyTRCQzM6DBnNcnghErw4JBm+mmUK4yalAkV7iRAnF2cGxPitibaL/fTKYmv0WVsVSAOfCfmhZd2qzJ7zwXQqEtD60+he0pSfIfIj4Vm/7CqTMiVVnH+gnVSSNVBsPEMGJl2FzIBNns7NA+7khBzk9vktnk9tGfMMdcrVxjlKGmYHkSl5gIgzd9kwl1E5gHm657bVJpRTyazH/jxj0D0iSjpzs16k8Rr07pN6ELCcwX2giUoRH4C5mVRdotDoxYGTYfWqWhVXJol/GpuD/lYO3Id9RO3pYr6yQdnjR1hWwkcdR5lHZsYHQaEMfXvze7cARqxF9QAZNzcttWA12UKiNUBsNqwYiVYeNiarVlhg7tukxyEySL/uzsd+U7PvBlxiLIaOu5EA2T1C/UA1brTBOLmdm+GdDqnM/+VJOgwfRXi5SuVKm1U6o6kKqmfE3FMjBm6fdXLc59ZcTKsAlHCjYZ41bZoV2XhwhM4DG6WMF5mUxVuSJMSgKkgqUeat6C2BKLaTMhdaiaLq1aOAQRPV0ek9tWSmcWmNacu0Adn6EbLI7VZDBiZVissAxr5dAe8o/psudTLW56IF+5qXsn8PtKTi+fvxncqrqBVJxObkcdfKm0CoUrkhTLEAuFtOfJUd1gMMwURqwMmxetsa1WyaFd5x83KIIl8/J5V2yekwPUYlD3tFxdwZ2uCFBpmNCsy07p+CVHloRJEL+OVo9MtW3PwhzWDWNglo+Myi0MmibdMBg2DoqdRdXxVz2GqjELBFORfHgJH5ywXYwuSxY33jJT9NZwmRUmaDNu/8Q3SqQjD5R+VvLYWaE1onoXZ/VNEFbDsDA444wz3D3veU+37777uoMOOsgdd9xx7nvf+57bCDBiZdg8aBq11RmZyNphct6OU5mUypAEjYROeIQdcdIZZxZQSfi4eDxE8W4+L0sKZoEeRX5f7WVm5q0x20mQpHq7567PyC+t7b8KStU492PpHpilg7JhU6FXVTNdxsFnPvMZd8IJJ7gvfvGL7oILLnDLy8vu4Q9/uLvmmmvcvMNMgYbF8K0aawDcKji0y/Il+ZB5MDOtX3pe6ozORsUSNoX/VMmZf2KkiTU/51UIhbBaZT71MZ0ymMKXalx0iBBvMOQAluzRDNMaA+eff37y/dxzz0Xl6qtf/ap7wAMe4OYZRqwMC+64PoZDe9g1pUN5gEifR+nhehrgk2IjpEMJRTGL5d/oWPU+v6RwFvzjhO9UGlohk9ZqkCq/ccxETI0yzBd27dqVfN+2bRsubbjyyivx84ADDnDzDjMFGjYnsh0jvDKN2cmUTIDTmAVlGZNlFEx8edOfWEb8WWWXnBmrbelebjE5q1ymcfIvptctzYnqW8xXtTW1c90kSPtkYNBZmdVW436TMPOfYZ1MgYceeqjbb7/9wgK+VG0YjUbupJNOcve9733dHe94RzfvMMXKsIDKVVe7YOncVS5rbjRaLRSDHPGYS69pp4LItlvfXVJ62HY3oblqVqim9cnLCFD12Alu1dDoqD4OjDgZ5g+XXXaZ27lzZ/jeRa0CX6tvfetb7nOf+5zbCDBiZdjc0Gxh3BAMEjniM4sJnHXZSrtzRZo2TxVYtVs1MvPu0fmz9ksbS0njrLue00Cs6vnmFJ4ZjrJrDKUw6YCJ8EdsM7JlGAOzHNxa+Q8gVZJYteEFL3iB+9jHPuYuuugid8ghh7iNACNWhgXGhOrKzHysGlAjb7nRXG7tQWUJ/mBrgbHJWkfCU0jXN31NstIHrCKmDfvB5TNSZZgjk3E1XjrwcnPiiSe6D3/4w+7f//3f3RFHHOE2CoxYGRYTEzu4s4N5QbnitFcDtXRrMdzFnjHmkOioUk1w0oww5sO9y7FZVapDfrO+ttn5/sKfyWEkyrDBccIJJ7jzzjvPffSjH8VYVpdffjluB7+sHTt2uHmGESvD5kcjAWKCNaFyVcpjlh1bLq0wXU4+HxxX2KYqjSOMcGe/Lh32eMTKO5d3OrCZIK5WXZt8qKZVqsz8Z9gkcwW+4x3vwM8HPehByfZzzjnHPf3pT3fzDCNWhsXC1A7tjNQ3qb57vUiIREv+4zqbr9csquP6eXQ2Ha739ZmFUpXx+zIYNgGqdX9+Tg4jVobFwywd2vnEnIK0mubBpvS6kDoqW9afKHe4W0dgiIPJzpvpcdOiyfQ8lZP6GpktDYuHdfSx2sgwYmVYTDQqV4w5dWxvQyl/TfTGmQ0l/FlPjBlrK/m+7oWvI7n/LKK6Yf4AE8DjJPAzSmtRYMTKsLgoKVeAiR3bO5KaecC8lGOzlne1wiggLMCnwTCvMGJlWGwU5xZk8+C4nZ9yQM5JPbOMfTUOuubX1B7zgnkrj0TbPTN1BPU1HLVoWGyYKXAi2JQ2BkPTsPuJIuSxGjHtKK91wgI9ANce4t4YC+JetMtjMMw1TLEyGNqUq6kUBiJXxZAJIp95wqpNIjzD9OcFrffHjOaVnGa/wTAnkdcXAUasDAZG04i+pF+c1jw4r+EZZozNVp9JMBOzX2mXta9hdSEnT55FWosCI1YGw9ikS+7o2nF2iFyuO+EFehBtbsJksakMhkWCESuDIYcm5/UayRp3Mmf60zHWVC1PwxyTKe1XN4Fi1Rbbwu4Fw1rBnNcnghErg2FqjBv7SkY8H2Ok3gI9mDYsLHq6wbDwMGJlMDShLbbVxLGvWNmQoRfGULB03ob194lajejpXfcbDKsBuO1mFdizcgsDI1YGQ1e0xbaaxkQ4ySTHpmJtwOjpdL06TxJtMKwfzHl9MhixMhhmCtFxZvvZUuc7hlkwOa0DyTOs0oi9LgpV5jrYtTEYNjWMWBkM46Kr+a/WgbYFDO0QlmFWpGEzd+5TE6ZZ5TGh4+9mvjaGjQX0UJiV87pbGBixMhimwVgBROfoyTKhQGbQsEY0GAwpjFgZDNNiHAf2uVEjxpxuZx7KvRZK1Hq1xzy0r8GgYeEWJoIRK4NhltAPj3kiA9PAHOVnB2tHw0YBjAic1SNs5BYGRqwMhtXE1HMNzhE2Sz0MBoNhFWHEymBYbUwc68qwOdAw35/BMMewcAuTwYiVwWAwrCYWpz8xbDaYj9VEMGJlMKwlcg8XU7E2Bxao4zAYDGUYsTIY5rVDNsI1vzASZVgEmGI1EfqTnWYwGFYdC/QgMhgMhs0CU6wMhnmGqVnrAyO1BoMpVhPCiJXBsGHDODQdYMSrGQ0P+cV5/hsMzbA4VhPBiJXBsFHRRACMV5WxQG/OBoNh7WHEymDYjBiXPGwW06KRJoNhZrA4VpPBnNcNBsPmwAI9uA0Gw/xiQxCrH/3oR+5Zz3qWO+KII9yOHTvcLW95S3faaae5PXv2JMd985vfdPe///3d9u3b3aGHHurOPPPMdSuzwbAhnVRntXTLdB3yNBgM8/1c2PjYEKbA7373u240Grmzzz7b3epWt3Lf+ta33LOf/Wx3zTXXuDe+8Y14zK5du9zDH/5wd8wxx7h3vvOd7j//8z/dM5/5TLf//vu75zznOetdBYNhsbBAD1GDYdNiBINkqtmltSDYEMTqEY94BC6MW9ziFu573/uee8c73hGI1fvf/35UsN7znve4rVu3ujvc4Q7ukksucW9605uMWBkMBoPBYFgTbAhTYA5XXnmlO+CAA8L3iy++2D3gAQ9AUsU49thjkYD9z//8zzqV0mAwGAyGDQozBS4OsfrBD37g3vrWt7rnPve5Ydvll1/ubnzjGyfH8XfYV8Lu3bvRjCgXg8FgMBgMhg1HrF7+8pe7Xq/XuIB/lcRPf/pTNAs+8YlPRD+raXHGGWe4/fbbLyzg9G4wGAwGg2GWalXlFgXr6mP1kpe8xD396U9vPAb8qRg/+9nP3IMf/GB39NFHu7/8y79Mjjv44IPdFVdckWzj77CvhFNOOcWdfPLJ4TsoVkauDAaDwbDwsCltNh6xOvDAA3HpAlCqgFTd/e53d+ecc47r91Ox7T73uY975Stf6ZaXl92WLVtw2wUXXOBue9vbuhvc4AbFdLdt24aLwWAwGAwGw0L4WAGpetCDHuQOO+wwHAX4y1/+Ev2mpO/Uk5/8ZHRch3hX3/72t93f//3fu7e85S2JGmUwGAwGg2GMEAmzXBYEGyLcAihP4LAOyyGHHJLsq0heBP+oT37yk+6EE05AVetGN7qRO/XUUy3UgsFgMBgMhjXDhiBW4IfV5osFuPOd7+w++9nPrkmZDAaDwWDY1KhGfplVWguCDUGsDAaDwWAwrDHMeX3z+lgZDAaDwWAwbASYYmUwGAwGg6EOdDi3uQLHhSlWBoPBYDAYDDOCKVYGg8FgMBjqMB+riWDEymAwGAwGQx1oCZwVsXILAzMFGgwGg8FgMMwIplgZDAaDwWCow0yBE8EUK4PBYDAYDIYZwRQrg8FgMBgMdYwgWvpohmktBoxYGQwGg8FgqMNMgRPBTIEGg8FgMBgMM4IpVgaDwWAwGOowxWoimGJlMBgMBoPBMCOYYmUwGAwGg6EOmytwIhixMhgMBoPBUENVjXCZVVqLAjMFGgwGg8FgMMwIplgZDAaDwWDIO5zPyoRXLY4p0BQrg8FgMBgMhhnBFCuDwWAwGAwFlckUq3FhxMpgMBgMBkN+GprejJzOK3NeNxgMBoPBYDCMCVOsDAaDwWAw1GGmwIlgxMpgMBgMBkMN1WjkqhmZAiszBRoMBoPBYDAYxoUpVgaDwWAwGOowU+BEMMXKYDAYDAaDYUYwxcpgMBgMBkMdEHW9Z4rVuDBiZTAYDAaDoUCGZhXHqnKLAjMFGgwGg8FgMMwIplgZDAaDwWCooRpVrpqRKbAyxcpgMBgMBoPBMC6MWBkMBoPBYKgDgnrOcpkAb3/7293Nb35zt337dnfUUUe5L3/5y27eYcTKYDAYDAZD3hQ4w2Vc/P3f/707+eST3Wmnnea+9rWvubvc5S7u2GOPdb/4xS/cPMOIlcFgMBgMhrnDm970JvfsZz/bPeMZz3C3v/3t3Tvf+U631157ufe85z1unmHEymAwGAwGw1yZAvfs2eO++tWvumOOOSZs6/f7+P3iiy928wwbFVgYubDilmcWyd9gMBgMhmmAfdIaj66bZT+4QuXftWtXsn3btm24aPzqV79yw+HQ3fjGN062w/fvfve7bp5hxErhqquuws/PuY+vd1EMBoPBYKj1Ufvtt9+q5rF161Z38MEHu89dPtt+cJ999nGHHnposg38p17zmte4zQQjVgo3velN3WWXXeb23Xdf1+v13DwDmD/cpFDenTt3rndxNjysPWcLa8/Zw9p0cdsTlCogVdBHrTZgBN6ll16K5rhZ16Gn+tWcWgW40Y1u5AaDgbviiiuS7fAdSN88w4iVAthwDznkELeRAA+EeX8obCRYe84W1p6zh7XpYrbnaitVmlzBsl7YunWru/vd7+4uvPBCd9xxx+G20WiE31/wghe4eYYRK4PBYDAYDHOHk08+2R1//PHuHve4h7vXve7lzjrrLHfN/2/v3mNyfP84gH9IyCEdCUmIjBrmfMjWbKVhyMywaJoOTmNEZeWwkcnKalFOOfwhmlU0yygV6+SUVhFGGZU01dq3mOr+7nP99jzfnk463M/veR69X9vz1X0/h/v6fnZ393mu+7quzz//iFmC2gyJFQAAAGidDRs20Pfv3ykoKIgqKipo5syZlJyc3GZAu7ZBYqXD+N40D/zr6B41dA/iKS/EU36IqbwQT+23a9curb/111o/qS9VRgQAAABQIywQCgAAACATJFYAAAAAMkFiBQAAACATJFYAAAAAMkFipWNKSkrIw8ODJkyYQAYGBjRp0iQxq6X1Crn5+fnk4OAgFnjjlYVPnz6tsTbrghMnTtCiRYtE5XQjI6N2X/P582dasWKFeM3IkSPJ19eXGhsb/+9t1RWRkZFkbW0tzsH58+dTbm6uppukEzIyMmjVqlVihW1epTohIUHleZ5vxNPPR48eLa4BXJT2/fv3GmuvtgsODqa5c+eKahr8e8uLTRYXF6u85ufPn7Rz504yNTUVZVfWrVvXZsVvgK5CYqVjuPgkrz4bHR1NhYWFFBYWRlFRURQQEKBSpsHJyYnGjx8vqoOHhISIWkwXLlzQaNu1GSem69evJx8fn3af52KgnFTx6zIzM+natWt09epV8QcO2rp165ZY3I+T/pcvX9KMGTPI2dmZKisrNd00rccLIHK8ODFtD39JCg8PF7/3OTk5NHToUBFbTg6grfT0dJE0ZWdn08OHD+n379/i+shxVti3bx/du3eP4uLixOvLysrI1dVVo+0GHcbLLYBuO336tDRhwgTl9rlz5yRjY2Pp169fyn2HDh2SbG1tNdRC3RETEyONGDGizf779+9L/fv3lyoqKpT7zp8/LxkaGqrEGf5n3rx50s6dO5XbTU1N0pgxY6Tg4GCNtkvX8CU6Pj5eud3c3CxZWFhIISEhyn01NTXSoEGDpJs3b2qolbqlsrJSxDU9PV0ZP319fSkuLk75mjdv3ojXZGVlabCloKvQY/UXqK2tJRMTE+V2VlYWLV26VNRaUuBvtNz9XV1draFW6jaOqb29vcqKvxxT7h3knkP4D/fqcU8p36JqWYOTtzmO0HNcGJdXoG4ZW64fx7daEduuXy+Z4prJ5yr3YrWM6dSpU8nKygoxhR5BYqXjPnz4QBEREeTl5aXcxxfe1kv+K7b5Oeg+xLTrqqqqxK3T9uKFWPWOIn6Ibc/wMIq9e/fS4sWLyc7OTuzjuPGX0NZjKxFT6CkkVlrCz89PDFTt7MHjq1r6+vUrLV++XIwN2r59u8ba/jfFFAD+XjzWqqCggGJjYzXdFPiLoVaglti/fz+5u7t3+pqJEycqf+bBlY6OjmImW+tB6RYWFm1mtCi2+bm+orsx7QzHrfWstr4Y064wMzMjPT29ds9BxKp3FPHjWPKsQAXe5gK10DGuN5eUlCRmXVpaWqrElG9f19TUqPRa4XyFnkJipSXMzc3Foyu4p4qTqtmzZ1NMTIwYv9LSwoUL6fDhw2LcgL6+vtjHs2FsbW3J2NiY+oruxPRPOKa8JAPPauMp24qYGhoa0rRp02Q5xt+Cb6vwuZmSkiKmtituwfC2rhVT1Ta8zAr/sedYKhIpHufHswM7mtHa1/EcgN27d1N8fKxHOVYAAAVhSURBVDylpaWJGLbE5ypfJzmmvMwC4/GovLwK/94DdJumR89D93z58kWysbGRli1bJn4uLy9XPhR4lsuoUaMkNzc3qaCgQIqNjZWGDBkiRUdHa7Tt2qy0tFR69eqVdOzYMWnYsGHiZ37U1dWJ5xsbGyU7OzvJyclJysvLk5KTkyVzc3PJ399f003XSnzO8Uy1q1evSkVFRZKnp6dkZGSkMqsS2sfnnOL840t0aGio+JnPUXbq1CkRy8TERCk/P19avXq1mBXc0NCg6aZrJR8fHzHTNy0tTeV6WV9fr3yNt7e3ZGVlJaWmpkrPnz+XFi5cKB4APYHESgeXA+CLbXuPll6/fi0tWbJE/HEbO3asuBhDx7Zu3dpuTB8/fqx8TUlJieTi4iIZGBhIZmZm0v79+6Xfv39rtN3aLCIiQvyxGjhwoFh+ITs7W9NN0gl8zrV3LvI5qlhyITAwUHx54t9v/pJVXFys6WZrrY6ul3wtVeCkdMeOHWKZGv4SunbtWpUvqwDd0Y//0/1+LgAAAABoDbMCAQAAAGSCxAoAAABAJkisAAAAAGSCxAoAAABAJkisAAAAAGSCxAoAAABAJkisAAAAAGSCxAoAeoXLf3CZlbq6OrUep6qqSpQT+vLli1qPAwDQG0isAPq4pqYmUczb1dVVZX9tbS2NGzdO1J3sjL+/v6jFNnz4cLUXd96yZQsdOXJErccBAOgNrLwOAPTu3TtR1PfixYu0efNmsY+TmNevX9OzZ89EYeX2cKFaGxsb+vTpE40dO1bt7SwsLBRFc8vKysjExETtxwMA6C70WAEATZkyhU6dOiV6nsrLyykxMZFiY2Pp+vXrHSZV7Pbt2zRjxgyVpOro0aMiSWvp7NmzZG1trdx2d3enNWvW0MmTJ2nUqFFkZGREx48fp8bGRvL19RVJk6WlJcXExKh8zvTp02nMmDEUHx8v6/8/AIBckFgBgMBJFSdJbm5u5OnpSUFBQWK7M0+ePKE5c+b06Hipqami5ykjI4NCQ0PFLb6VK1eSsbEx5eTkkLe3N3l5ebUZUzVv3jxxXAAAbYTECgCEfv360fnz5yklJUX0Ivn5+f3xPaWlpaIHqSe4Vyo8PJxsbW1p27Zt4t/6+noKCAigyZMni7Fb3Fv29OlTlffx8fi4AADaCIkVAChduXKFhgwZIsZMdWX2XUNDAw0ePLhHx+Lbev37/3cJ4mTO3t5eua2np0empqZUWVmp8j4DAwORgAEAaCMkVgAgZGZmUlhYGCUlJYnbbR4eHvSnuS08U6+6urpLMw9b09fXb9Nj1t6+5uZmlX0/fvwgc3PzPx4TAEATkFgBgOgB4gHlPj4+5OjoSJcvX6bc3FyKiorq9H2zZs2ioqKiNvu/ffumsv3x40fZ2lpQUCCOCwCgjZBYAYAYz8S9UzwzkPEMvjNnztDBgweppKSkw/c5OztTVlZWmx6piooKMcuPE6o7d+7QjRs3RM/W27dve50AvnjxgpycnHr1OQAA6oLECqCPS09Pp8jISLG0AY+vUuAZebxwaGe3BF1cXGjAgAH06NEjlf12dnZibSweRxUYGEiXLl0SA9EPHDjQq7byMhBWVlbk4ODQq88BAFAXLBAKAL3CSdndu3fpwYMHynWsEhISKC8vT/ZjLViwgPbs2UObNm2S/bMBAOQwQJZPAYA+i3u2ampqRK1AdZa14VqBXHZn48aNajsGAEBvoccKAGSlzh4rAABth8QKAAAAQCYYvA4AAAAgEyRWAAAAADJBYgUAAAAgEyRWAAAAADJBYgUAAAAgEyRWAAAAADJBYgUAAAAgEyRWAAAAADJBYgUAAABA8vgXBvsrFR4KB9QAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 700x550 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens_psf = psf.FFTPSF(lens, field=(0, 1.0), wavelength=0.55)\n",
    "lens_psf.view(projection=\"2d\", num_points=256)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also generate the PSF using direct Huygens-Fresnel integration. This is referred to as the \"Huygens PSF\"."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x550 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens_huygens_psf = psf.HuygensPSF(lens, field=(0, 1.0), wavelength=0.55)\n",
    "lens_huygens_psf.view(projection=\"2d\", num_points=256)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, we generate the geometric MTF, which uses only ray intersection locations on the image plane and ignores diffraction. The geometric MTF is a reasonable approximation when the lens is far from the diffraction limit.\n",
    "\n",
    "As is standard, the geometric MTF is scaled based on the diffraction-limited MTF curve. This assures that the geometric MTF cannot show performance better than the diffraction limit."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "geo_mtf = mtf.GeometricMTF(lens)\n",
    "geo_mtf.view()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally, we show the standard FFT-based MTF."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens_mtf = mtf.FFTMTF(lens)\n",
    "lens_mtf.view()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
